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| Meta Title | 1200 Free Computer Science Courses from the Worldโs Top Universities |
| Meta Description | In this article, weโve compiled 1200+ online courses offered by the 60 best universities in the world for studying computer science in 2024. We first built the list in 2020 using a data-driven approach that we have used each year, including 2024. You... |
| Meta Canonical | null |
| Boilerpipe Text | In this article, weโve compiled 1200+ online courses offered by the 60 best universities in the world for studying computer science in 2024.
We first built the list in 2020 using a data-driven approach that we have used each year, including 2024. You can find the methodology below.
Methodology
First, we identified the
leading world university rankings
. Since we were interested in computer science specifically, he looked at their latest computer science rankings.
For the 2024 update, Suparn, my colleague used the same sources and methodology to find the top 60 universities offering online computer science courses.
Here are the rankings used:
QS:
World University Ranking 2024 โ Computer Science & IT
Times Higher Education:
World University Ranking 2024 โ Computer Science
Shanghai Ranking:
Academic Ranking of World Universities 2023 โ Computer Science & Engineering
Then, we crawled and scraped each ranking.
Now that we had some data, we used
Jupyter
with Python to process it. We combined the three rankings into one by averaging the position of each university in each ranking. Then, we filtered out the universities that didnโt offer online courses, and limited the list to the top 60 institutions โ the cream of the crop.
Combined ranking: top 10 universities for studying computer science in 2024
As you can see above, we found that the top three institutions are
#1
MIT
,
#2
Stanford
, and
#3
Carnegie Mellon
.
Finally, we used the
Class Central database
, with its 250K online courses, to find all the computer science courses offered by the universities in the ranking.
The end result is a list of 1200+ online courses offered by the 60 best universities in the world for studying computer science in 2024.
Stats
Enrollments range from 10 to over 13 million, with 20 courses exceeding 1 million enrollments
Altogether, they have over 110M enrollments, with an average of 155K enrollments
1180 courses are in English, 39 Chinese, 15 Spanish, 13 Arabic, 12 French, 12 Korean, 7 Russian, 3 Portuguese, 3 German, 1 Dutch, and 1 Japanese
Together, they account for more than 78K reviews at Class Central, with an average of 216 reviews
Average rating: 4.07 out of 5.0
All these courses are free or
can be audited for free
240 courses are beginner level, 281 are intermediate level, and 70 are advanced level.
More Courses
The full list is split into subjects. Click on a subject below to go to the relevant section. With over 1200 courses to pick from, I hope you find something you like. But if these arenโt enough, check out
Class Centralโs catalog
of 250K online courses or our thematic collections:
900+ Free Developer and IT Certifications
Harvard Computer Science Courses with Free Certificate
40+ Free Certificates from Wolfram U
10,000+ Free Courses from Tech Giants: Learn from Google, Microsoft, Amazon, and More
8000+ OpenCourseWare Courses from Top Institutions
.
Programming (267)
Programming for Everybody (Getting Started with Python)
from
University of Michigan
โ
โ
โ
โ
โ
(44479)
Python Data Structures
from
University of Michigan
โ
โ
โ
โ
โ
(16763)
Using Python to Access Web Data
from
University of Michigan
โ
โ
โ
โ
โ
(5744)
Using Databases with Python
from
University of Michigan
โ
โ
โ
โ
โ
(4709)
Python and Statistics for Financial Analysis
from
The Hong Kong University of Science and Technology
โ
โ
โ
โ
โ(573)
Computing in Python I: Fundamentals and Procedural Programming
from
Georgia Institute of Technology
โ
โ
โ
โ
โ
(254)
CS106B, Programming Abstraction in C++
from
Stanford University
โ
โ
โ
โ
โ
(164)
Learn to Program: The Fundamentals
from
University of Toronto
โ
โ
โ
โ
โ
(110)
Computing in Python IV: Objects & Algorithms
from
Georgia Institute of Technology
โ
โ
โ
โ
โ
(107)
Data Science and Agile Systems for Product Management
from
University System of Maryland
โ
โ
โ
โ
โ
(97)
Computing in Python II: Control Structures
from
Georgia Institute of Technology
โ
โ
โ
โ
โ
(59)
Introduction to HTML5
from
University of Michigan
โ
โ
โ
โ
โ(52)
Computing in Python III: Data Structures
from
Georgia Institute of Technology
โ
โ
โ
โ
โ
(48)
Programming Mobile Applications for Android Handheld Systems: Part 1
from
University of Maryland, College Park
โ
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โ
โ
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Functional Program Design in Scala
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
โ
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(40)
Introduction to Programming for the Visual Arts with p5.js
from
University of California, Los Angeles
โ
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(36)
Programming Languages, Part A
from
University of Washington
โ
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โ
โ
(27)
CS50's Web Programming with Python and JavaScript
from
Harvard University
โ
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โ
โ
โ
(26)
Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis)
from
Cornell University
โ
โ
โ
โ
โ
(24)
HTML, CSS, and Javascript for Web Developers
from
Johns Hopkins University
โ
โ
โ
โ
โ
(20)
Object Oriented Programming in Java
from
University of California, San Diego
โ
โ
โ
โ
โ(16)
Programming Mobile Applications for Android Handheld Systems: Part 2
from
University of Maryland, College Park
โ
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โ
โ
โ(15)
Introduction to CSS3
from
University of Michigan
โ
โ
โ
โ
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(14)
Python Data Structures
from
University of Michigan
โ
โ
โ
โ
โ
(12)
Interactivity with JavaScript
from
University of Michigan
โ
โ
โ
โ
โ(12)
Using Python for Research
from
Harvard University
โ
โ
โ
โ
โ(12)
Code Yourself! An Introduction to Programming
from
University of Edinburgh
โ
โ
โ
โ
โ(11)
CS50's Introduction to Programming with Python
from
Harvard University
โ
โ
โ
โ
โ
(11)
Learn to Program: Crafting Quality Code
from
University of Toronto
โ
โ
โ
โ
โ(10)
Programming for Everybody (Getting Started with Python)
from
University of Michigan
โ
โ
โ
โ
โ
(9)
Advanced Styling with Responsive Design
from
University of Michigan
โ
โ
โ
โ
โ(8)
MATLAB and Octave for Beginners
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
โ
โ
โ
โ
โ(8)
Introduction To Swift Programming
from
University of Toronto
โ
โโโโ(7)
Introduction to Java Programming โ Part 1
from
The Hong Kong University of Science and Technology
โ
โ
โ
โโ(6)
CS50's Introduction to Programming with Scratch
from
Harvard University
โ
โ
โ
โ
โ(6)
Parallel programming
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
โ
โ
โ
โ
โ(6)
Creating Video Games
from
Massachusetts Institute of Technology
โ
โ
โ
โ
โ(6)
Capstone: Retrieving, Processing, and Visualizing Data with Python
from
University of Michigan
โ
โ
โ
โโ(6)
Single Page Web Applications with AngularJS
from
Johns Hopkins University
โ
โ
โ
โ
โ
(5)
The Computing Technology Inside Your Smartphone
from
Cornell University
โ
โ
โ
โ
โ
(5)
Web Coding Fundamentals: HTML, CSS and Javascript
from
National University of Singapore
โ
โ
โ
โ
โ
(5)
Software Development Process
from
Georgia Institute of Technology
โ
โ
โ
โ
โ(5)
Introduction To MATLAB Programming (Fall 2011)
from
Massachusetts Institute of Technology
โ
โ
โ
โ
โ
(5)
CS 193a: Android App Development Winter 2019
from
Stanford University
โ
โ
โ
โ
โ
(5)
Introduction ร la programmation orientรฉe objet (en C++)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
โ
โ
โ
โ
โ(4)
Building Web Applications in PHP
from
University of Michigan
โ
โ
โ
โ
โ
(3)
Introduction to Structured Query Language (SQL)
from
University of Michigan
โ
โ
โ
โ
โ(3)
Understanding and Visualizing Data with Python
from
University of Michigan
โ
โ
โ
โ
โ
(3)
Databases: Relational Databases and SQL
from
Stanford University
โ
โ
โ
โ
โ(3)
Mastering the Software Engineering Interview
from
University of California, San Diego
โ
โ
โ
โ
โ(3)
Initiation ร la programmation (en C++)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
โ
โ
โ
โ
โ
(3)
iOS App Development Basics
from
University of Toronto
โ
โ
โ
โ
โ(2)
CS50's Mobile App Development with React Native
from
Harvard University
โ
โ
โ
โ
โ
(2)
Software Engineering Essentials
from
Technische Universitรคt Mรผnchen (Technical University of Munich)
โ
โ
โ
โ
โ(2)
App Design and Development for iOS
from
University of Toronto
โ
โ
โ
โโ(2)
Python Basics
from
University of Michigan
โ
โ
โ
โ
โ
(2)
CS50's Introduction to Databases with SQL
from
Harvard University
โ
โ
โ
โ
โ(2)
ุงูุชูุงุนู ู
ุน ูุบุฉ ุงูุจุฑู
ุฌุฉ ุฌุงูุง ุณูุฑูุจุช
from
University of Michigan
โ
โ
โ
โโ(2)
R ุงูุจุฑู
ุฌุฉ ุจุงุณุชุฎุฏุงู
ูุบุฉ
from
Johns Hopkins University
โ
โ
โ
โ
โ(2)
Programmation pour tous (mise en route de Python)
from
University of Michigan
โ
โ
โ
โ
โ(2)
Make Your Own App
from
Technische Universitรคt Mรผnchen (Technical University of Munich)
โ
โ
โ
โ
โ
(1)
Building Database Applications in PHP
from
University of Michigan
โ
โ
โ
โ
โ
(1)
Database Design and Basic SQL in PostgreSQL
from
University of Michigan
โ
โ
โ
โ
โ
(1)
JSON and Natural Language Processing in PostgreSQL
from
University of Michigan
โ
โ
โ
โ
โ
(1)
Database Systems Concepts & Design
from
Georgia Institute of Technology
โ
โ
โ
โ
โ(1)
Building Web Applications in Django
from
University of Michigan
โ
โ
โ
โ
โ
(1)
Automated Software Testing: Model and State-based Testing
from
Delft University of Technology
โ
โ
โ
โ
โ
(1)
Fitting Statistical Models to Data with Python
from
University of Michigan
โ
โ
โ
โ
โ
(1)
Web Design for Everybody Capstone
from
University of Michigan
โ
โ
โ
โ
โ(1)
Inferential Statistical Analysis with Python
from
University of Michigan
โ
โ
โ
โ
โ
(1)
Lernen objekt-orientierter Programmierung
from
Technische Universitรคt Mรผnchen (Technical University of Munich)
โ
โ
โ
โ
โ
(1)
Python Functions, Files, and Dictionaries
from
University of Michigan
โ
โ
โ
โ
โ
(1)
Programming with Scratch
from
The Hong Kong University of Science and Technology
โ
โ
โโโ(1)
ยกA Programar! Una introducciรณn a la programaciรณn
from
University of Edinburgh
โ
โ
โ
โ
โ
(1)
ุงูุจุฑู
ุฌุฉ ููุฌู
ูุน - ุจุฏุก ุงุณุชุฎุฏุงู
ุจุงูุซูู
from
University of Michigan
โ
โ
โ
โ
โ
(1)
Initiation ร la programmation (en Java)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
โ
โ
โ
โ
โ
(1)
Introduction ร la programmation orientรฉe objet (en Java)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
โ
โ
โ
โ
โ
(1)
Programaciรณn para todos (empezando con Python)
from
University of Michigan
โ
โ
โ
โ
โ(1)
่ฎก็ฎๅฏผ่ฎบไธC่ฏญ่จๅบ็ก
from
Peking University
โ
โ
โ
โ
โ(1)
Stanford Seminar - Optional Static Typing for Python
from
Stanford University
โ
โ
โ
โ
โ
(1)
ะัะพะณัะฐะผะผะธัะพะฒะฐะฝะธะต ะดะปั ะฒัะตั
(ะฝะฐัะฐะปะพ ัะฐะฑะพัั ั Python)
from
University of Michigan
โ
โ
โ
โ
โ
(1)
15-721 Advanced Database Systems (Spring 2017)
from
Carnegie Mellon University
โ
โ
โ
โ
โ(1)
15-721 Advanced Database Systems (Spring 2019)
from
Carnegie Mellon University
โ
โ
โ
โ
โ
(1)
Seven Databases in Seven Weeks (Fall 2014)
from
Carnegie Mellon University
โ
โ
โ
โ
โ
(1)
Stanford Webinar - Cloud Computing: Whatโs on the Horizon with Dr. Timothy Chou
from
Stanford University
โ
โ
โ
โโ(1)
JavaScript, jQuery, and JSON
from
University of Michigan
Automated Software Testing: Unit Testing, Coverage Criteria and Design for Testability
from
Delft University of Technology
Quantitative Methods for Biology
from
Harvard University
Build Your Own iOS App
from
University of Toronto
Software Engineering: Implementation and Testing
from
The Hong Kong University of Science and Technology
Introduction to Python Programming
from
University of Pennsylvania
Databases: Advanced Topics in SQL
from
Stanford University
Introduction to Java Programming โ Part 2
from
The Hong Kong University of Science and Technology
Software Analysis & Testing
from
Georgia Institute of Technology
Introduction to Java and Object-Oriented Programming
from
University of Pennsylvania
Using JavaScript, JQuery, and JSON in Django
from
University of Michigan
Software Engineering: Software Design and Project Management
from
The Hong Kong University of Science and Technology
Database Design and Basic SQL in PostgreSQL
from
University of Michigan
Creating Virtual Reality (VR) Apps
from
University of California, San Diego
R Programming Fundamentals
from
Stanford University
Programming in C
from
University of Michigan
Programming Languages โ
from
Korea Advanced Institute of Science and Technology
Data Structures in C
from
University of Michigan
Big Ideas in Programming: Expressing Yourself with Python
from
University of Michigan
Software Engineering: Modeling Software Systems using UML
from
The Hong Kong University of Science and Technology
Web App Development with the Power of Node.js
from
Technische Universitรคt Mรผnchen (Technical University of Munich)
Developing Android Apps with App Inventor
from
The Hong Kong University of Science and Technology
Web Application Technologies and Django
from
University of Michigan
Using JavaScript and JSON in Django
from
University of Michigan
Data Collection and Processing with Python
from
University of Michigan
UML Class Diagrams for Software Engineering
from
KU Leuven University
Building Objects in C
from
University of Michigan
Mobile Application Experiences
from
Massachusetts Institute of Technology
How Virtual Reality Works
from
University of California, San Diego
Programming Languages โ
ก
from
Korea Advanced Institute of Science and Technology
The Power of Object-Oriented Programming
from
University of Michigan
Intermediate PostgreSQL
from
University of Michigan
CS50's Introduction to Programming with R
from
Harvard University
Answering Interesting Questions with Data
from
University of Michigan
Database Architecture, Scale, and NoSQL with Elasticsearch
from
University of Michigan
Inheritance and Data Structures in Java
from
University of Pennsylvania
Databases: Modeling and Theory
from
Stanford University
3D Graphics in Android: Sensors and VR
from
Imperial College London
Exploring C
from
University of Michigan
Introduction to Neurohacking In R
from
Johns Hopkins University
Using JavaScript and JSON in Django
from
University of Michigan
Introduction to Android graphics
from
Imperial College London
Introduction to Object-Oriented Programming with Java III: Exceptions, Data Structures, Recursion, and GUIs
from
Georgia Institute of Technology
Worldbuilding for Video Games
from
The University of British Columbia
JSON and Natural Language Processing in PostgreSQL
from
University of Michigan
Statistical Learning with Python
from
Stanford University
Real-Time Audio Signal Processing in Faust
from
Stanford University
Intermediate PostgreSQL
from
University of Michigan
Introduction to Javascript and Ajax: Building Web Apps
from
Johns Hopkins University
Cloud Applications
from
Georgia Institute of Technology
Databases: Semistructured Data
from
Stanford University
Introduction to Object-Oriented Programming with Java I: Foundations and Syntax Basics
from
Georgia Institute of Technology
Global Software Development
from
Delft University of Technology
Advanced App Development in Android Capstone
from
Imperial College London
Practical Python for AI Coding 1
from
Korea Advanced Institute of Science and Technology
Debugging: Hunting and Squashing Bugs
from
University of Michigan
Intro to AR/VR/MR/XR: Technologies, Applications & Issues
from
University of Michigan
Introduction to Parallel Programming with CUDA
from
Johns Hopkins University
Introduction to Object-Oriented Programming with Java II: Object-Oriented Programming and Algorithms
from
Georgia Institute of Technology
Databases: OLAP and Recursion
from
Stanford University
Minecraft, Coding and Teaching
from
University of California, San Diego
Database Architecture, Scale, and NoSQL with Elasticsearch
from
University of Michigan
Cloud Systems Software
from
Georgia Institute of Technology
Introduction ร la science des donnรฉes sociales avec R
from
Universitรฉ de Montrรฉal
Practical Python for AI Coding 2
from
Korea Advanced Institute of Science and Technology
Programming Reactive Systems
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Projet de programmation (en Java)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Getting Started with Data Visualization in R
from
Johns Hopkins University
Cloud Computing Project
from
University of Illinois at Urbana-Champaign
Python Classes and Inheritance
from
University of Michigan
Advanced Data Visualization with R
from
Johns Hopkins University
Django Features and Libraries
from
University of Michigan
Programaรงรฃo para todos (Conceitos bรกsicos de Python)
from
University of Michigan
Effective Programming in Scala
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Building Web Applications in Django
from
University of Michigan
Developing AR/VR/MR/XR Apps with WebXR, Unity & Unreal
from
University of Michigan
Data Visualization in R with ggplot2
from
Johns Hopkins University
Programming Reactive Systems (Scala 2 version)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Web Application Technologies and Django
from
University of Michigan
Coding the Static Restaurant Site
from
Johns Hopkins University
Importing Data in the Tidyverse
from
Johns Hopkins University
Functional Programming Principles in Scala (Scala 2 version)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Visualizing Data in the Tidyverse
from
Johns Hopkins University
CUDA Advanced Libraries
from
Johns Hopkins University
Functional Program Design in Scala (Scala 2 version)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
้ขๅๅฏน่ฑกๆๆฏ้ซ็บง่ฏพ็จ๏ผThe Advanced Object-Oriented Technology๏ผ
from
Peking University
Modeling Data in the Tidyverse
from
Johns Hopkins University
Introduction to the Tidyverse
from
Johns Hopkins University
CUDA at Scale for the Enterprise
from
Johns Hopkins University
Introduction to Internationalization and Localization
from
University of Washington
Programming Reactive Systems
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Parallel programming (Scala 2 version)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Publishing Visualizations in R with Shiny and flexdashboard
from
Johns Hopkins University
Wrangling Data in the Tidyverse
from
Johns Hopkins University
ู
ูุฏู
ุฉ ุนู ูุบุฉ HTML5
from
University of Michigan
Django Features and Libraries
from
University of Michigan
Functional Programming in Scala Capstone
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Estruturas de dados Python
from
University of Michigan
Uso de bancos de dados com Python
from
University of Michigan
MATLAB et Octave pour dรฉbutants
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
C++็จๅบ่ฎพ่ฎก
from
Peking University
Estructuras de Datos con Python
from
University of Michigan
Introducciรณn al HTML5
from
University of Michigan
Java็จๅบ่ฎพ่ฎก
from
Peking University
Programaciรณn para todos (Introducciรณn a Python)
from
University of Michigan
ู
ูุฏู
ุฉ ุนู CSS3
from
University of Michigan
Einfรผhrung in MATLAB
from
Technische Universitรคt Mรผnchen (Technical University of Munich)
C#็จๅบ่ฎพ่ฎก
from
Peking University
Python ุจููู ุจูุงูุงุช
from
University of Michigan
ุจุฑู
ุฌ ุจููุณู! ู
ูุฏู
ุฉ ุญูู ุงูุจุฑู
ุฌุฉ
from
University of Edinburgh
Virtual Reality
from
University of Illinois at Urbana-Champaign
Uso de bases de datos con Python
from
University of Michigan
ุชูู
ูุท ู
ุชูุฏู
ุจุชุตู
ูู
ุณุฑูุน ุงูุงุณุชุฌุงุจุฉ
from
University of Michigan
็จๅบ่ฎพ่ฎกๅบ็ก
from
Peking University
Python ุงุณุชุฎุฏุงู
ููุงุนุฏ ุงูุจูุงูุงุช ู
ุน
from
University of Michigan
ะะฒะตะดะตะฝะธะต ะฒ HTML5
from
University of Michigan
Uso de Python para Acceder a Datos Web
from
University of Michigan
CS193p - Developing Apps for iOS
from
Stanford University
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15-721 Advanced Database Systems (Spring 2020)
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Stanford Seminar - Mind Your State for Your State of Mind
from
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Python์์ ๋ฐ์ดํฐ๋ฒ ์ด์ค ์ฌ์ฉํ๊ธฐ
from
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Missing Semester IAP 2020
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15-445/645 Intro to Database Systems (Fall 2021)
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Carnegie Mellon University
Hardware Accelerated Database Lectures (Fall 2018)
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Time Series Database Lectures (Fall 2017)
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Stanford Seminar - Making Teamwork an Objective Discipline - Sid Sijbrandij CEO & Chairman of GitLab
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Stanford Seminar - Wearing a VR Headset While Driving to Improve Vehicle Safety
from
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from
University of Michigan
R ํ๋ก๊ทธ๋๋ฐ
from
Johns Hopkins University
Structure and Interpretation of Computer Programs
from
Massachusetts Institute of Technology
15-445/645 Intro to Database Systems (Fall 2019)
from
Carnegie Mellon University
PACS & AI โ From Integration to Cloud
from
Yale University
VR/AR in IR: Mixed Reality in Medicine
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Stanford Seminar - The Future of Edge Computing from an International Perspective
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Computer Language Engineering (SMA 5502)
from
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Internet Technology in Local and Global Communities
from
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from
University of California, San Diego
17. Paul's Disciples
from
Yale University
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from
University of Amsterdam
JAVA็จๅบ่ฎพ่ฎก่ฟ้ถ
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Information Systems Auditing, Controls and Assurance
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Introduction to Electrical Engineering and Computer Science I
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โ
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Machine Learning With Big Data
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โโโ(14)
Unix Tools: Data, Software and Production Engineering
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Human-Computer Interaction I: Fundamentals & Design Principles
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(13)
Text Retrieval and Search Engines
from
University of Illinois at Urbana-Champaign
โ
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Discrete Optimization
from
University of Melbourne
โ
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Introduction to Deep Learning
from
Massachusetts Institute of Technology
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(12)
Learning from Data (Introductory Machine Learning course)
from
California Institute of Technology
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(10)
Machine Learning: Classification
from
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Mathematics for Machine Learning: Multivariate Calculus
from
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(9)
Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure
from
University of Illinois at Urbana-Champaign
โ
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Hardware Security
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University of Maryland, College Park
โ
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Convolutional Neural Networks
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CS50's Computer Science for Lawyers
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โ(8)
Information and Communication Technology (ICT) Accessibility
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Reinforcement Learning
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from
University of Maryland, College Park
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Machine Learning Fundamentals
from
University of California, San Diego
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Machine Learning
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Georgia Institute of Technology
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โ(7)
Introduction to Computer Vision
from
Georgia Institute of Technology
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Cryptography
from
University of Maryland, College Park
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Data Structures & Algorithms II: Binary Trees, Heaps, SkipLists and HashMaps
from
Georgia Institute of Technology
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(7)
Interactive Computer Graphics
from
University of Tokyo
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Guided Tour of Machine Learning in Finance
from
New York University (NYU)
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Performance Engineering of Software Systems
from
Massachusetts Institute of Technology
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(7)
Advanced Operating Systems
from
Georgia Institute of Technology
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(6)
Introduction to Computer Architecture
from
Carnegie Mellon University
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(6)
Cloud Computing Concepts: Part 2
from
University of Illinois at Urbana-Champaign
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(6)
Computer Graphics
from
University of California, San Diego
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Analysis of Algorithms
from
Princeton University
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โ(6)
Data Structures and Performance
from
University of California, San Diego
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Computer Networking
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Georgia Institute of Technology
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Structuring Machine Learning Projects
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DeepLearning.AI
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Computer Architecture
from
Princeton University
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Applied Machine Learning in Python
from
University of Michigan
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โ(6)
Internet of Things: How did we get here?
from
University of California, San Diego
โ
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โโโ(6)
Machine Learning for Healthcare
from
Massachusetts Institute of Technology
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(6)
Data Structures: An Active Learning Approach
from
University of California, San Diego
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โ
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(5)
Machine Learning: Clustering & Retrieval
from
University of Washington
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(5)
How to Code: Complex Data
from
The University of British Columbia
โ
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(5)
Cloud Networking
from
University of Illinois at Urbana-Champaign
โ
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โ(5)
Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms
from
Georgia Institute of Technology
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(5)
Internet of Things: Setting Up Your DragonBoardโข Development Platform
from
University of California, San Diego
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Introduction to Computer Science and Programming in Python
from
Massachusetts Institute of Technology
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(5)
Convolutional Neural Networks for Visual Recognition (Spring 2017)
from
Stanford University
โ
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โ(5)
AI for Clinical Trials and Precision Medicine | Ruishan Liu
from
Stanford University
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(5)
Electrical and Computer Engineering - ECE 252
from
University of Waterloo
โ
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โ(5)
Sequence Models
from
DeepLearning.AI
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(4)
Human-Computer Interaction II: Cognition, Context & Culture
from
Georgia Institute of Technology
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(4)
Programming Languages, Part B
from
University of Washington
โ
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โ(4)
The Unix Workbench
from
Johns Hopkins University
โ
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(4)
Data Structures & Algorithms IV: Pattern Matching, Dijkstraโs, MST, and Dynamic Programming Algorithms
from
Georgia Institute of Technology
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(4)
6.S191: Introduction to Deep Learning
from
Massachusetts Institute of Technology
โ
โ
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โ(4)
Algorithms on Strings
from
University of California, San Diego
โ
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โโ(4)
MIT 6.824 Distributed Systems (Spring 2020)
from
Massachusetts Institute of Technology
โ
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โ
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(4)
Distributed Systems
from
University of Cambridge
โ
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โ
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(4)
Language, Proof and Logic
from
Stanford University
โ
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โ(3)
Software Architecture & Design
from
Georgia Institute of Technology
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(3)
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
from
DeepLearning.AI
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(3)
Machine Learning: Unsupervised Learning
from
Brown University
โ
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โโ(3)
Leading Change in Health Informatics
from
Johns Hopkins University
โ
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โ
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(3)
Robotics: Perception
from
University of Pennsylvania
โ
โ
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โโ(3)
Internet of Things: Communication Technologies
from
University of California, San Diego
โ
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โโ(3)
Object-Oriented Data Structures in C++
from
University of Illinois at Urbana-Champaign
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โ
โ(3)
Probabilistic Graphical Models 2: Inference
from
Stanford University
โ
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โ(3)
Algorithms on Graphs
from
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โ(3)
Mathematics for Machine Learning: PCA
from
Imperial College London
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โโโ(3)
Algorithmic Design and Techniques
from
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Advanced Algorithms (COMPSCI 224)
from
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(3)
Stanford Webinar - Using Electronic Health Records for Better Care
from
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โ
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(3)
Stanford Seminar - Practical Blockchain Applications - Steven Pu
from
Stanford University
โ
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(3)
Stanford Seminar - Security and the Software Defined Network
from
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โ
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โ
โ(3)
Introduction to Operating Systems
from
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โ
โ
โ
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โ
(2)
HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)
from
Columbia University
โ
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โ
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(2)
Programming Languages, Part C
from
University of Washington
โ
โ
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โ
โ(2)
Human-Computer Interaction IV: Evaluation, Agile Methods & Beyond
from
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โ
โ
โ
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โ
(2)
Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud
from
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โ
โ
โ
โโ(2)
Advanced Data Structures in Java
from
University of California, San Diego
โ
โ
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โ(2)
Software Engineering: Introduction
from
The University of British Columbia
โ
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Knowledge-Based AI: Cognitive Systems
from
Georgia Institute of Technology
โ
โ
โ
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Creative Audio Programming on the Raspberry Pi
from
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โ
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โ
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(2)
6.S094: Deep Learning for Self-Driving Cars
from
Massachusetts Institute of Technology
โ
โ
โ
โ
โ(2)
Fundamentals of Machine Learning in Finance
from
New York University (NYU)
โ
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Reinforcement Learning in Finance
from
New York University (NYU)
โ
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The Critical Role of IT Support Staff in Healthcare
from
Johns Hopkins University
โ
โ
โ
โ
โ(2)
Introduction to Algorithms (SMA 5503)
from
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โ
โ
โ
โ
โ
(2)
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from
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โ
โ
โ
โ
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(2)
Stanford Seminar - How to Compute with Schrรถdinger's Cat: An Introduction to Quantum Computing
from
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โ
โ
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โ
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โ
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(2)
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from
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โ
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โ
โ
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from
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โ
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(1)
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from
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โ
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(1)
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from
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โ
โ
โ
โ
โ
(1)
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from
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โ
โ
โ
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โ
(1)
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โ
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โ
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โ
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โ
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(1)
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from
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โ
โ
โ
โ
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(1)
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โ
โ
โ
โ
โ
(1)
HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective)
from
Columbia University
โ
โ
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โ
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โ
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โ
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โ
(1)
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from
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โ
โ
โ
โ
โ
(1)
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from
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โ
โ
โ
โโ(1)
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from
Stanford University
โ
โโโโ(1)
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from
University of California, San Diego
โ
โ
โ
โโ(1)
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from
Johns Hopkins University
โ
โ
โ
โ
โ
(1)
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from
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โ
โ
โ
โโ(1)
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โ
โ
โ
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โ
(1)
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from
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โ
โ
โโโ(1)
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from
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โ
โ
โโโ(1)
Software Construction: Object-Oriented Design
from
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โ
โ
โโโ(1)
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โ
โ
โโโ(1)
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from
The University of British Columbia
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Overview of Advanced Methods of Reinforcement Learning in Finance
from
New York University (NYU)
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Nature, in Code: Biology in JavaScript
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
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Introduction to Algorithms
from
Massachusetts Institute of Technology
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Artificial Intelligence for Breast Cancer Detection
from
Johns Hopkins University
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The AI Awakening: Implications for the Economy and Society
from
Stanford University
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Introduction to Computational Thinking and Data Science
from
Massachusetts Institute of Technology
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Introduction to Computer Science and Programming (Fall 2008)
from
Massachusetts Institute of Technology
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Deep Learning for Computer Vision
from
University of Michigan
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Design and Analysis of Algorithms
from
Massachusetts Institute of Technology
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Beyond Cryptocurrency: Blockchain for the Real World
from
Stanford University
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Stanford Seminar - How Not to Generate Random Numbers
from
Stanford University
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Stanford Seminar - Building the Smartest and Open Virtual Assistant to Protect Privacy - Monica Lam
from
Stanford University
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Stanford Webinar - How ChatGPT and Generative AI Will Shape the Future of Work
from
Stanford University
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EI Seminar - Grey Yang - Tuning GPT-3 on a Single GPU via Zero-Shot Hyperparameter Transfer
from
Massachusetts Institute of Technology
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Stanford Webinar: IOT - From Smart Sensors to Smart Networks
from
Stanford University
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Stanford Seminar - Rethinking the AI-UX Boundary for Designing Human-AI Experiences
from
Stanford University
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Generalization and Personalization in Federated Learning | Karan Singhal
from
Stanford University
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MedAI: Graph-based modeling in computational pathology | Siyi Tang
from
Stanford University
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EI Seminar - Martin Riedmiller - Learning Controllers - From Engineering to AGI
from
Massachusetts Institute of Technology
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Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust
from
Stanford University
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Regulatory evaluation of image processing software devices
from
Yale University
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Stanford Seminar: Self-Driving Cars for Everyone
from
Stanford University
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MIT EI Seminar - Russ Tedrake - Feedback control from pixels
from
Massachusetts Institute of Technology
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MIT 6.S191 (2021): Deep Generative Modeling
from
Alexander Amini
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Wireless Above 100GHz
from
New York University (NYU)
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Stanford Seminar: Google's Multilingual Neural Machine Translation System
from
Stanford University
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ChatGPT Teach-Out
from
University of Michigan
Computational Thinking for Problem Solving
from
University of Pennsylvania
Algorithms: Design and Analysis, Part 1
from
Stanford University
Generative AI Teach-Out
from
University of Michigan
Computer Science: Algorithms, Theory, and Machines
from
Princeton University
Cyber-Physical Systems Design & Analysis
from
Georgia Institute of Technology
Decision Making and Reinforcement Learning
from
Columbia University
HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Social/Peer Perspective)
from
Columbia University
Introduction to Quantum Computing
from
The University of British Columbia
Artificial Intelligence
from
Georgia Institute of Technology
Hacker Tools
from
Massachusetts Institute of Technology
Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming
from
Stanford University
Internet of Things: Multimedia Technologies
from
University of California, San Diego
Programming & Data Structures
from
Columbia University
Human-Computer Interaction
from
Georgia Institute of Technology
Software Defined Networking
from
The University of Chicago
Number Theory and Cryptography
from
University of California, San Diego
AI skills: Introduction to Unsupervised, Deep and Reinforcement Learning
from
Delft University of Technology
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from
University of California, San Diego
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from
Delft University of Technology
Getting started with TensorFlow 2
from
Imperial College London
High Performance Computing
from
Georgia Institute of Technology
The Data Science of Health Informatics
from
Johns Hopkins University
Fundamentals of Machine Learning for Healthcare
from
Stanford University
IoT Networking
from
University of Illinois at Urbana-Champaign
Machine Learning and AI with Python
from
Harvard University
Introduction to Blockchain Technology and Applications
from
University College London
Algorithms: Design and Analysis, Part 2
from
Stanford University
Development and Applications of Germanium Quantum Technologies
from
Delft University of Technology
Ethics in AI Design
from
Delft University of Technology
Introduction to Clinical Data
from
Stanford University
Computer Applications of Artificial Intelligence and e-Construction
from
Purdue University
Health Informatics: Data and Interoperability Standards
from
Georgia Institute of Technology
Generative AI: Fundamentals, Applications, and Challenges
from
University of Michigan
Artificial Intelligence Essentials
from
University of Pennsylvania
AI skills for Engineers: Supervised Machine Learning
from
Delft University of Technology
Evaluations of AI Applications in Healthcare
from
Stanford University
AI Applications in People Management
from
University of Pennsylvania
AI in Healthcare Capstone
from
Stanford University
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from
University of Illinois at Urbana-Champaign
Camera and Imaging
from
Columbia University
Deep Learning Methods for Healthcare
from
University of Illinois at Urbana-Champaign
The Social and Technical Context of Health Informatics
from
Johns Hopkins University
Introduction to Computational Science and Engineering
from
Massachusetts Institute of Technology
Machine Learning: Concepts and Applications
from
The University of Chicago
Generative AI: Impact on Business and Society
from
University of Michigan
Input and Interaction
from
University of California, San Diego
IoT Communications
from
University of Illinois at Urbana-Champaign
Assessment Design with AI
from
Georgia Institute of Technology
Introduction to Machine Learning in Sports Analytics
from
University of Michigan
AI Strategy and Governance
from
University of Pennsylvania
AI for Teacher Assistance
from
Georgia Institute of Technology
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from
The Hong Kong University of Science and Technology
Introduction to Scientific Machine Learning
from
Purdue University
Generative AI: Labor and the Future of Work
from
University of Michigan
Complex Problem Structuring: a Socio-Technical Perspective
from
Delft University of Technology
Advanced Deep Learning Methods for Healthcare
from
University of Illinois at Urbana-Champaign
Shortest Paths Revisited, NP-Complete Problems and What To Do About Them
from
Stanford University
Introduction to Deep Learning
from
Purdue University
Statistical Machine Learning
from
Carnegie Mellon University
Creative Coding for Designers Using Python
from
University of Michigan
Network Function Virtualization
from
Georgia Institute of Technology
Blockchain Scalability and its Foundations in Distributed Systems
from
The University of Sydney
AI Applications in Marketing and Finance
from
University of Pennsylvania
Moving to the Cloud
from
University of Melbourne
Image Processing and Analysis for Life Scientists
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Compilers: Theory and Practice
from
Georgia Institute of Technology
Chatbots for Instruction
from
Georgia Institute of Technology
Probabilistic Graphical Models 3: Learning
from
Stanford University
Accessible Gamification
from
Georgia Institute of Technology
Applied Quantum Computing I: Fundamentals
from
Purdue University
Android Graphics with OpenGL ES
from
Imperial College London
Machine Learning
from
Georgia Institute of Technology
AI Materials
from
Korea Advanced Institute of Science and Technology
Industrial Internet of Things (IIoT)
from
University of Michigan
Building Autonomous AI
from
University of Washington
Unsupervised Learning, Recommenders, Reinforcement Learning
from
DeepLearning.AI
Health Informatics: The Cutting Edge
from
Georgia Institute of Technology
Machine Learning for Accounting with Python
from
University of Illinois at Urbana-Champaign
Data Structures Fundamentals
from
University of California, San Diego
IoT Systems and Industrial Applications with Design Thinking
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Python Fundamentals for Designers
from
University of Michigan
Advanced Learning Algorithms
from
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Customising your models with TensorFlow 2
from
Imperial College London
Machine Teaching for Autonomous AI
from
University of Washington
Applications of Machine Learning in Plant Science
from
Cornell University
Machine Learning Use Cases in Finance
from
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AI Fundamentals for Non-Data Scientists
from
University of Pennsylvania
Introduction to Graduate Algorithms
from
Georgia Institute of Technology
Introduction to Quantum Computing for Everyone
from
The University of Chicago
Visual Perception for Self-Driving Cars
from
University of Toronto
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from
Purdue University
Visual Perception
from
Columbia University
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from
University of California, San Diego
Deep Learning Essentials
from
Universitรฉ de Montrรฉal
Computing for Cancer Informatics
from
Johns Hopkins University
The Outcomes and Interventions of Health Informatics
from
Johns Hopkins University
Internet of Things V2: Setting up and Using Cloud Services
from
University of California, San Diego
Introduction to Quantum Computing for Everyone 2
from
The University of Chicago
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from
University of Melbourne
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from
Johns Hopkins University
3D Reconstruction - Multiple Viewpoints
from
Columbia University
Data Structures for Designers Using Python
from
University of Michigan
Designing Hardware for Raspberry Pi Projects
from
Johns Hopkins University
IoT Cloud
from
University of Illinois at Urbana-Champaign
Machine Learning Essentials
from
University of Pennsylvania
Fundamentals of Quantum Information
from
Delft University of Technology
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from
Johns Hopkins University
Motion Planning for Self-Driving Cars
from
University of Toronto
Fundamentals of TinyML
from
Harvard University
AI in Healthcare. Hype or Help?
from
KU Leuven University
Introduction to Digital Health Entrepreneurship
from
Johns Hopkins University
Graph Algorithms
from
University of California, San Diego
Leadership and Management for PM Practitioners in IT
from
University of Washington
MLOps for Scaling TinyML
from
Harvard University
Applied Quantum Computing III: Algorithm and Software
from
Purdue University
Self-Driving Cars with Duckietown
from
ETH Zurich
Deploying TinyML
from
Harvard University
3D Reconstruction - Single Viewpoint
from
Columbia University
State Estimation and Localization for Self-Driving Cars
from
University of Toronto
Basic Modeling for Discrete Optimization
from
University of Melbourne
Introduction to Quantum Information
from
Korea Advanced Institute of Science and Technology
Data Augmented Technology Assisted Medical Decision Making
from
University of Michigan
Data Analytics Foundations for Accountancy II
from
University of Illinois at Urbana-Champaign
Mathematics for Computer Science
from
Massachusetts Institute of Technology
Introduction ร l'รฉthique de lโIA
from
Universitรฉ de Montrรฉal
Information Extraction from Free Text Data in Health
from
University of Michigan
Supervised Machine Learning: Regression and Classification
from
DeepLearning.AI
Internet of Things V2: DragonBoardโข bring up and community ecosystem
from
University of California, San Diego
Quantum Detectors and Sensors
from
Purdue University
Applied Quantum Computing II: Hardware
from
Purdue University
Generative AI Essentials: Overview and Impact
from
University of Michigan
Data Structures and Algorithm Design Part I | ๆฐๆฎ็ปๆไธ็ฎๆณ่ฎพ่ฎก(ไธ)
from
Tsinghua University
Designing Autonomous AI
from
University of Washington
Applications of TinyML
from
Harvard University
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from
The University of Chicago
Logistic Regression and Prediction for Health Data
from
University of Michigan
Design and Implementation of Digital Health Interventions
from
Imperial College London
Introduction to Concurrent Programming with GPUs
from
Johns Hopkins University
Using Sensors With Your Raspberry Pi
from
Johns Hopkins University
Advanced Modeling for Discrete Optimization
from
University of Melbourne
Boltzmann Law: Physics to Computing
from
Purdue University
Operations and Patient Safety for Healthcare IT Staff
from
Johns Hopkins University
Probabilistic Deep Learning with TensorFlow 2
from
Imperial College London
Internet of Things Capstone: Build a Mobile Surveillance System
from
University of California, San Diego
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from
Delft University of Technology
Culminating Project in Health Informatics
from
Johns Hopkins University
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from
Peking University
Introduction to CSS3
from
Johns Hopkins University
Techniques dโintelligence artificielle : des fondements aux applications
from
Universitรฉ de Montrรฉal
Portfolio Management, Governance, & the PMO
from
University of Washington
iLabX โ The Internet Masterclass
from
Technische Universitรคt Mรผnchen (Technical University of Munich)
Quantum Computer Systems Design II: Principles of Quantum Architecture
from
The University of Chicago
Quantum Communication and the Quantum Network Explorer
from
Delft University of Technology
Supercomputing
from
Partnership for Advanced Computing in Europe
Explore Trading and Lending in Decentralized Finance
from
University of Toronto
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from
Columbia University
Introduction ร l'apprentissage profond
from
Universitรฉ de Montrรฉal
Machine Learning Algorithms with R in Business Analytics
from
University of Illinois at Urbana-Champaign
Quantum Computer Systems Design III: Working with Noisy Systems
from
The University of Chicago
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from
University of Illinois at Urbana-Champaign
Internet of Things Capstone V2: Build a Mobile Surveillance System
from
University of California, San Diego
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from
Universitรฉ de Montrรฉal
Introduction to Computer Science and Programming (Spring 2011)
from
Massachusetts Institute of Technology
Ordered Data Structures
from
University of Illinois at Urbana-Champaign
The Society of Mind
from
Massachusetts Institute of Technology
GT - Refresher - Advanced OS
from
Georgia Institute of Technology
Data Structures and Algorithms (I)
from
Tsinghua University
Llama for Python Programmers
from
University of Michigan
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from
Peking University
String Processing and Pattern Matching Algorithms
from
University of California, San Diego
็ฎๆณ่ฎพ่ฎกไธๅๆ Design and Analysis of Algorithms
from
Peking University
Biais et discrimination en IA
from
Universitรฉ de Montrรฉal
Understanding the World Through Data -
from
Massachusetts Institute of Technology
Leveraging Generative AI for Social Impact Organizations
from
University of Michigan
Data Structures and Algorithms (III)
from
Tsinghua University
Advanced Data Structures
from
Massachusetts Institute of Technology
NP-Complete Problems
from
University of California, San Diego
Data Structures and Algorithms (IV)
from
Tsinghua University
Unordered Data Structures
from
University of Illinois at Urbana-Champaign
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from
University of Toronto
Data Structures and Algorithms (II)
from
Tsinghua University
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from
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AI in Practice: Preparing for AI
from
Delft University of Technology
Deploying Machine Learning Models
from
University of California, San Diego
Big Data Machine Learning | ๅคงๆฐๆฎๆบๅจๅญฆไน
from
Tsinghua University
MIT MAS.S62 Cryptocurrency Engineering and Design, Spring 2018
from
Massachusetts Institute of Technology
Les coulisses des systรจmes de recommandation
from
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Dive Into the World of Blockchain: Principles, Mechanics, and Tokens
from
University of Toronto
LAFF โ On Programming for Correctness
from
The University of Texas at Austin
Vision artificielle et exploitation intelligente des ressources naturelles
from
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LAFF-On Programming for High Performance
from
The University of Texas at Austin
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from
Tsinghua University
Optimization: principles and algorithms - Network and discrete optimization
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Recommender Systems: Behind the Screen
from
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Decoding AI: A Deep Dive into AI Models and Predictions
from
University of Michigan
็ฆปๆฃไผๅ็ฎๆณ็ฏ Solving Algorithms for Discrete Optimization
from
The Chinese University of Hong Kong
Deep Learning in Life Sciences - Spring 2021
from
Massachusetts Institute of Technology
Optimization: principles and algorithms - Unconstrained nonlinear optimization
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
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from
Peking University
Navigating Decentralized Derivatives and Governance in Blockchain
from
University of Toronto
AI in Practice: Applying AI
from
Delft University of Technology
Introduction to Computational Thinking
from
Massachusetts Institute of Technology
ๆฐๆฎ็ปๆๅบ็ก
from
Peking University
Stanford CS229: Machine Learning Full Course taught by Andrew Ng | Autumn 2018
from
Stanford University
็ฎๆณๅบ็ก
from
Peking University
Stanford Webinar - How [You] Can Use ChatGPT to Increase Your Creative Output
from
Stanford University
้ซ็บงๆฐๆฎ็ปๆไธ็ฎๆณ
from
Peking University
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from
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The Battlecode Programming Competition
from
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from
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from
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Stanford CS105 - Introduction to Computers Full Course
from
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Stanford Seminar - Software-Defined Networking at the Crossroads
from
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CS25 I Stanford Seminar - Transformers in Language: The development of GPT Models including GPT3
from
Stanford University
Algorithmic Lower Bounds: Fun with Hardness Proofs
from
Massachusetts Institute of Technology
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from
Peking University
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from
Massachusetts Institute of Technology
Stanford Seminar - Deep Learning for Medical Diagnoses
from
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from
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from
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from
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from
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from
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from
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from
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from
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from
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Stanford Seminar - Software-centric Visible Light Communication for the Internet of Things
from
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MIT EI Seminar - Phillip Isola - Emergent Intelligence: getting more out of agents than you bake in
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MIT 6.S191: Reinforcement Learning
from
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Stanford Seminar - Neural Networks on Chip Design from the User Perspective
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from
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from
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from
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from
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from
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from
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from
Massachusetts Institute of Technology
MIT EI Seminar - Lerrel Pinto - Diverse data and efficient algorithms for robot learning
from
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MIT 6.S191 (2020): Neurosymbolic AI
from
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MIT 6.S191: Towards AI for 3D Content Creation
from
Alexander Amini
MIT 6.S191: AI in Healthcare
from
Alexander Amini
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from
Alexander Amini
MIT 6.S191: Deep Generative Modeling
from
Alexander Amini
MIT 6.S191 (2018): Convolutional Neural Networks
from
Alexander Amini
MIT 6.S191 (2018): Beyond Deep Learning: Learning+Reasoning
from
Alexander Amini
MIT 6.S191 (2019): Visualization for Machine Learning (Google Brain)
from
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from
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from
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from
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from
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from
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from
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from
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from
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from
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from
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EI Seminar - Luke Zettlemoyer - Large Language Models: Will they keep getting bigger?
from
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from
Massachusetts Institute of Technology
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from
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MIT 6.S191: AI Bias and Fairness
from
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MIT 6.S191: Recurrent Neural Networks and Transformers
from
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MIT 6.S191: Automatic Speech Recognition
from
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MIT 6.S191 (2018): Deep Learning Limitations and New Frontiers
from
Alexander Amini
MIT 6.S191 (2019): Introduction to Deep Learning
from
Alexander Amini
MIT 6.S191 (2018): Introduction to Deep Learning
from
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from
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from
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from
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from
Stanford University
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from
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from
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from
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from
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from
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Stanford Seminar - Dynamic Code Optimization and the NVIDIA Denver Processor
from
Stanford University
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from
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from
Stanford University
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from
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from
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from
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from
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EI Seminar - Ruslan Salakhutdinov - Building Embodied Autonomous Agents
from
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โ
โ
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โ
โ(12)
Biology Meets Programming: Bioinformatics for Beginners
from
University of California, San Diego
โ
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โ
โโ(11)
Text Mining and Analytics
from
University of Illinois at Urbana-Champaign
โ
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โ
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โ(10)
Managing Data Analysis
from
Johns Hopkins University
โ
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Applied Plotting, Charting & Data Representation in Python
from
University of Michigan
โ
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โโโ(9)
Foundations of Data Analysis - Part 1: Statistics Using R
from
The University of Texas at Austin
โ
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โ
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Quantitative Methods
from
University of Amsterdam
โ
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(7)
Cluster Analysis in Data Mining
from
University of Illinois at Urbana-Champaign
โ
โ
โ
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Data Analysis Essentials
from
Imperial College London
โ
โโโโ(7)
Introduction to Systematic Review and Meta-Analysis
from
Johns Hopkins University
โ
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(6)
Graph Analytics for Big Data
from
University of California, San Diego
โ
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Algorithms for Big Data (COMPSCI 229r)
from
Harvard University
โ
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โ
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(6)
Computing for Data Analysis
from
Georgia Institute of Technology
โ
โ
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โโ(6)
Data Science: Visualization
from
Harvard University
โ
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(5)
Genome Sequencing (Bioinformatics II)
from
University of California, San Diego
โ
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โ
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(5)
People Analytics
from
University of Pennsylvania
โ
โ
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Quantitative Biology Workshop
from
Massachusetts Institute of Technology
โ
โ
โ
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(5)
Introduction to Analytics Modeling
from
Georgia Institute of Technology
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โ(5)
Big data and Language 1
from
Korea Advanced Institute of Science and Technology
โ
โ
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Qualitative Research Methods
from
University of Amsterdam
โ
โ
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Data Manipulation at Scale: Systems and Algorithms
from
University of Washington
โ
โ
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โโ(4)
STAT115 2020
from
Harvard University
โ
โ
โ
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โ
(4)
Data Science Capstone
from
Johns Hopkins University
โ
โ
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โโ(4)
Stanford Seminar - Secure Data Science on the Internet of Things
from
Stanford University
โ
โ
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โ
โ(4)
Causal Diagrams: Draw Your Assumptions Before Your Conclusions
from
Harvard University
โ
โ
โ
โ
โ
(3)
Big data and Language 2
from
Korea Advanced Institute of Science and Technology
โ
โ
โ
โ
โ
(3)
Big Data Integration and Processing
from
University of California, San Diego
โ
โ
โ
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Data Science: Machine Learning
from
Harvard University
โ
โ
โ
โ
โ(3)
High-Dimensional Data Analysis
from
Harvard University
โ
โ
โ
โ
โ(3)
Applied Social Network Analysis in Python
from
University of Michigan
โ
โ
โ
โ
โ(3)
Framework for Data Collection and Analysis
from
University of Maryland, College Park
โ
โ
โ
โ
โ(3)
The R Programming Environment
from
Johns Hopkins University
โ
โ
โ
โโ(3)
Big Data Modeling and Management Systems
from
University of California, San Diego
โ
โ
โ
โโ(3)
Introduction to Accounting Data Analytics and Visualization
from
University of Illinois at Urbana-Champaign
โ
โ
โ
โ
โ
(2)
Comparing Genes, Proteins, and Genomes (Bioinformatics III)
from
University of California, San Diego
โ
โ
โ
โ
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(2)
Data Analysis: Statistical Modeling and Computation in Applications
from
Massachusetts Institute of Technology
โ
โ
โ
โ
โ
(2)
Data Science: Probability
from
Harvard University
โ
โ
โ
โ
โ(2)
Data Science: Wrangling
from
Harvard University
โ
โ
โ
โ
โ
(2)
Genomic Data Science and Clustering (Bioinformatics V)
from
University of California, San Diego
โ
โ
โ
โ
โ(2)
Applied Text Mining in Python
from
University of Michigan
โ
โ
โโโ(2)
Research Data Management and Sharing
from
The University of North Carolina at Chapel Hill
โ
โ
โ
โ
โ(2)
Data Mining: Theories and Algorithms for Tackling Big Data | ๆฐๆฎๆๆ๏ผ็่ฎบไธ็ฎๆณ
from
Tsinghua University
โ
โ
โ
โโ(2)
Communicating Data Science Results
from
University of Washington
โ
โโโโ(2)
Executive Data Science Capstone
from
Johns Hopkins University
โ
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โ
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(2)
The Analytics Edge (Spring 2017)
from
Massachusetts Institute of Technology
โ
โ
โ
โ
โ
(2)
Stanford Seminar - When DNA Meets AI
from
Stanford University
โ
โ
โ
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โ
(2)
Stanford Seminar - Data Analytics at the Exascale for Free Electron Lasers Project
from
Stanford University
โ
โ
โ
โ
โ(2)
Stanford Seminar - New Platforms for Development Solutions
from
Stanford University
โ
โ
โ
โ
โ
(2)
Data Analytics in Health โ From Basics to Business
from
KU Leuven University
โ
โ
โ
โ
โ
(1)
Advanced Linear Models for Data Science 1: Least Squares
from
Johns Hopkins University
โ
โ
โ
โ
โ
(1)
Data Science: Productivity Tools
from
Harvard University
โ
โ
โ
โ
โ
(1)
Advanced Linear Models for Data Science 2: Statistical Linear Models
from
Johns Hopkins University
โ
โ
โ
โ
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(1)
Data Science: Inference and Modeling
from
Harvard University
โ
โ
โ
โ
โ(1)
Big Data and Education
from
Columbia University
โ
โ
โ
โโ(1)
Advanced R Programming
from
Johns Hopkins University
โ
โ
โ
โ
โ(1)
3D Data Visualization for Science Communication
from
University of Illinois at Urbana-Champaign
โ
โ
โ
โ
โ
(1)
Data Analytics Foundations for Accountancy I
from
University of Illinois at Urbana-Champaign
โ
โโโโ(1)
AI Skills for Engineers: Data Engineering and Data Pipelines
from
Delft University of Technology
โ
โ
โ
โ
โ(1)
Policy Analysis Using Interrupted Time Series
from
The University of British Columbia
โ
โ
โ
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(1)
Basic Data Processing and Visualization
from
University of California, San Diego
โ
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โ
โโ(1)
Big Data Analysis with Scala and Spark
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
โ
โ
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โโ(1)
Introduction to Data Science with Python
from
Harvard University
โ
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โ
โ
โ(1)
Bioinformatics: Introduction and Methods ็็ฉไฟกๆฏๅญฆ: ๅฏผ่ฎบไธๆนๆณ
from
Peking University
โ
โ
โ
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(1)
Building R Packages
from
Johns Hopkins University
โ
โโโโ(1)
Bioinformatics Capstone: Big Data in Biology
from
University of California, San Diego
โ
โโโโ(1)
Transforming with Data Analytics and Organization
from
University of Maryland, College Park
โ
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โ
(1)
Storytelling and Persuading with Data and Digital Technology
from
University of Maryland, College Park
โ
โ
โ
โ
โ
(1)
Data Science for Construction, Architecture and Engineering
from
National University of Singapore
Principles, Statistical and Computational Tools for Reproducible Data Science
from
Harvard University
Data Science: Capstone
from
Harvard University
Quantitative and Qualitative Research for Beginners
from
National University of Singapore
Data Analysis Using Python
from
University of Pennsylvania
Data Analysis and Visualization
from
Georgia Institute of Technology
Molecular Evolution (Bioinformatics IV)
from
University of California, San Diego
Introduction to Genomic Data Science
from
University of California, San Diego
Big Data Analytics in Healthcare
from
Georgia Institute of Technology
Design Thinking and Predictive Analytics for Data Products
from
University of California, San Diego
Finding Mutations in DNA and Proteins (Bioinformatics VI)
from
University of California, San Diego
Tools for Exploratory Data Analysis in Business
from
University of Illinois at Urbana-Champaign
Plant Bioinformatics
from
University of Toronto
Foundations of Sports Analytics: Data, Representation, and Models in Sports
from
University of Michigan
Data Visualization for Genome Biology
from
University of Toronto
Statistical Computing with R - a gentle introduction
from
University College London
Data Mining Project
from
University of Illinois at Urbana-Champaign
Building Data Visualization Tools
from
Johns Hopkins University
Applying Data Analytics in Accounting
from
University of Illinois at Urbana-Champaign
Data Analytics for Business
from
Georgia Institute of Technology
Health Data Science Foundation
from
University of Illinois at Urbana-Champaign
Data Use for Disease Control & Global Health Decision-Making
from
Johns Hopkins University
Big Data Analysis with Scala and Spark (Scala 2 version)
from
รcole Polytechnique Fรฉdรฉrale de Lausanne
Dealing With Missing Data
from
University of Maryland, College Park
Foundations of Data Analytics
from
The Hong Kong University of Science and Technology
Code Free Data Science
from
University of California, San Diego
Wearable Technologies and Sports Analytics
from
University of Michigan
Graph Algorithms in Genome Sequencing
from
University of California, San Diego
Dynamic Programming: Applications In Machine Learning and Genomics
from
University of California, San Diego
Data Creation and Collection for Artificial Intelligence via Crowdsourcing
from
Delft University of Technology
Combining and Analyzing Complex Data
from
University of Maryland, College Park
Exploratory Data Analysis
from
Johns Hopkins University
Data Science in Stratified Healthcare and Precision Medicine
from
University of Edinburgh
Algorithms and Data Structures Capstone
from
University of California, San Diego
Collaborative Data Science for Healthcare
from
Massachusetts Institute of Technology
Prediction Models with Sports Data
from
University of Michigan
Sampling People, Networks and Records
from
University of Michigan
Data โ What It Is, What We Can Do With It
from
Johns Hopkins University
Computational Reasoning with Microsoft Excel
from
National University of Singapore
Digital Transformation with Data Analytics Projects
from
University of Maryland, College Park
Hacking COVID-19 โ Course 2: Decoding SARS-CoV-2's Secrets
from
University of California, San Diego
Data Mining and Knowledge Discovery
from
The Hong Kong University of Science and Technology
Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript
from
University of Michigan
Plant Bioinformatics Capstone
from
University of Toronto
Arranging and Visualizing Data in R
from
University of Michigan
Big Data Computing with Spark
from
The Hong Kong University of Science and Technology
Data Analysis: Building Your Own Business Dashboard
from
Delft University of Technology
Big Data Analytics Using Spark
from
University of California, San Diego
Making Evidence-Based Strategic Decisions
from
University of Maryland, College Park
Big Data for Reliability and Security
from
Purdue University
Big Data - Capstone Project
from
University of California, San Diego
Advanced Big Data Systems | ้ซ็บงๅคงๆฐๆฎ็ณป็ป
from
Tsinghua University
Politics and Ethics of Data Analytics in the Public Sector
from
University of Michigan
Design Strategies for Maximizing Total Data Quality
from
University of Michigan
Mathematical Methods for Data Analysis
from
The Hong Kong University of Science and Technology
Moneyball and Beyond
from
University of Michigan
Doing Economics: Measuring Climate Change
from
University of London International Programmes
Fondamentaux de la science des donnรฉes
from
Universitรฉ de Montrรฉal
Measuring Total Data Quality
from
University of Michigan
The Total Data Quality Framework
from
University of Michigan
Big Data Technology Capstone Project
from
The Hong Kong University of Science and Technology
Big Data Technology Capstone Project
from
The Hong Kong University of Science and Technology
Big Data Technology Capstone Project
from
The Hong Kong University of Science and Technology
Big Data Technology Capstone Project
from
The Hong Kong University of Science and Technology
Mastering Software Development in R Capstone
from
Johns Hopkins University
Data Visualization Capstone
from
Johns Hopkins University
Measurement โ Turning Concepts into Data
from
Johns Hopkins University
Quantifying Relationships with Regression Models
from
Johns Hopkins University
Science des donnรฉes et santรฉ
from
Universitรฉ de Montrรฉal
Fundamentals of Data Analytics in the Public Sector with R
from
University of Michigan
Data Literacy Capstone โ Evaluating Research
from
Johns Hopkins University
STAT115 2018
from
Harvard University
STAT115 2019
from
Harvard University
Data Science: A New Way of Thinking | ๆฐๆฎ็งๅญฆๅฏผ่ฎบ
from
Tsinghua University
ู
ุฌู
ูุนุฉ ุฃุฏูุงุช ุนุงูู
ุงูุจูุงูุงุช
from
Johns Hopkins University
How to Describe Data
from
University of Michigan
Gestion de lโanalyse des donnรฉes
from
Johns Hopkins University
ุงูุญุตูู ุนูู ุงูุจูุงูุงุช ูุชูุธูููุง
from
Johns Hopkins University
็็ฉไฟกๆฏๅญฆ: ๅฏผ่ฎบไธๆนๆณ
from
Peking University
MIT Deep Learning in Life Sciences 6.874 Spring 2020
from
Massachusetts Institute of Technology
MIT CompBio Course Projects Fall 2019
from
Massachusetts Institute of Technology
ุชุญููู ุงูุจูุงูุงุช ุงูุงุณุชูุดุงููุฉ
from
Johns Hopkins University
Stanford Seminar - Theories of inference for visual analysis
from
Stanford University
ู
ูุฏู
ุฉ ุนู ุงูุจูุงูุงุช ุงูุถุฎู
ุฉ
from
University of California, San Diego
ๅปๅญฆ็ป่ฎกๅญฆไธSPSS่ฝฏไปถ๏ผๅบ็ก็ฏ๏ผ
from
Peking University
Mining Online Data Across Social Networks
from
Stanford University
Exploration et production de donnรฉes pour les entreprises
from
University of Illinois at Urbana-Champaign
ไบบ็พคไธ็ฝ็ป
from
Peking University
Cours intensif sur la science des donnรฉes
from
Johns Hopkins University
Anรกlisis de datos: Diseรฑo y Visualizaciรณn de Tableros
from
Delft University of Technology
Stanford Seminar - Towards theories of single-trial high dimensional neural data analysis
from
Stanford University
Stanford Seminar - Big Data is (at least) Four Different Problems
from
Stanford University
Stanford Seminar - TSAR (the TimeSeries AggregatoR) Anirudh Todi of Twitter
from
Stanford University
Big Data Analytics
from
California Institute of Technology
Data Mining: The Tool of The Information Age
from
Stanford University
Stanford Webinar - How to Analyze Research Data: Kristin Sainani
from
Stanford University
Stanford Seminar - Developing Design Spaces for Visualization - Tamara Munzner
from
Stanford University
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from
Johns Hopkins University
Soccermatics: could a Premier League team one day be managed by a mathematician?
from
University of Oxford
Introduction to R and Geographic Information Systems (GIS)
from
Massachusetts Institute of Technology
Mathematics of Big Data and Machine Learning
from
Massachusetts Institute of Technology
Anรกlisis de datos: Llรฉvalo al MAX()
from
Delft University of Technology
ะฃะฟัะฐะฒะปะตะฝะธะต ะฐะฝะฐะปะธะทะพะผ ะดะฐะฝะฝัั
from
Johns Hopkins University
Bioinformatics Methods for Transcriptomics
from
Johns Hopkins University
Muestreo de personas, redes y registros
from
University of Michigan
Ein Crashkurs in Datenwissenschaft
from
Johns Hopkins University
Datenanalyse verwalten
from
Johns Hopkins University
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from
University of Maryland, College Park
Stanford Seminar - Forecasting and Predicting the Future of the Future
from
Stanford University
Stanford Seminar - Jupyter Notebooks and Academic Publication
from
Stanford University
Stanford Seminar - The End of Privacy
from
Stanford University
Der Werkzeugkasten des Data Scientist
from
Johns Hopkins University
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from
University of Maryland, College Park
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from
Massachusetts Institute of Technology
Method of Detection: The Critical Missing Link in U.S. Cancer Registries
from
Yale University
Big Data's Big Deal - Viktor Mayer-Schonberger
from
University of Oxford
Stanford Seminar - Algorithmic Extremism: Examining YouTube's Rabbit Hole of Radicalization
from
Stanford University
Stanford Seminar - Mobilizing the Future
from
Stanford University
Stanford Seminar: Data For The People, Andreas Weigend of Social Data Lab
from
Stanford University
EngX: Big Data, Big Impact mini-conference, Russ Altman, Jure Leskovec and Christopher Rรฉ
from
Stanford University
Stanford Seminar - Zhang Lin on MobileUrban Sensing in Beijing
from
Stanford University
Stanford Seminar - Human-Machine Symbiosis in Data Visualization
from
Stanford University
Stanford Seminar - Harnessing Data for Social Impact
from
Stanford University
ํ์ด์ฌ์ ๋ฐ์ดํฐ ๊ณผํ ์๊ฐ
from
University of Michigan
ํ์ด์ฌ์ ์์ฉ ์์
๋คํธ์ํฌ ๋ถ์
from
University of Michigan
๋ฐ์ดํฐ ๊ณผํ์์ ๋๊ตฌ ์์
from
Johns Hopkins University
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Communicating Complex Statistical Ideas to the Public: Lessons from the Pandemic - D. Spiegelhalter
from
University of Oxford
Information Security (InfoSec) (62)
CS 253 Web Security
from
Stanford University
โ
โ
โ
โ
โ
(40)
Computer Systems Security
from
Massachusetts Institute of Technology
โ
โ
โ
โ
โ
(36)
Web Security Fundamentals
from
KU Leuven University
โ
โ
โ
โ
โ(21)
Stanford Seminar - Engineering Cyber Resiliency: A Pragmatic Approach
from
Stanford University
โ
โ
โ
โ
โ
(17)
Stanford Webinar - Hash, Hack, Code: Emerging Trends in Cyber Security
from
Stanford University
โ
โ
โ
โ
โ
(9)
Intro to Information Security
from
Georgia Institute of Technology
โ
โ
โโโ(2)
Network Security
from
Georgia Institute of Technology
โ
โ
โ
โ
โ
(1)
Introduction to Cyber Attacks
from
New York University (NYU)
โ
โ
โ
โ
โ
(1)
CS50's Introduction to Cybersecurity
from
Harvard University
โ
โ
โ
โ
โ(1)
Cybersecurity for Everyone
from
University of Maryland, College Park
โ
โ
โ
โ
โ
(1)
Cyber Security Economics
from
Delft University of Technology
โ
โ
โโโ(1)
Real-Time Cyber Threat Detection and Mitigation
from
New York University (NYU)
Introduction to Cybersecurity
from
University of Washington
Cyber Attack Countermeasures
from
New York University (NYU)
Cyber-Physical Systems Security
from
Georgia Institute of Technology
Building a Cybersecurity Toolkit
from
University of Washington
Cybersecurity: The CISO's View
from
University of Washington
Finding Your Cybersecurity Career Path
from
University of Washington
Enterprise and Infrastructure Security
from
New York University (NYU)
Introduction to DevSecOps
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Johns Hopkins University
A Strategic Approach to Cybersecurity
from
University of Maryland, College Park
Cybersecurity Capstone Project
from
University of Maryland, College Park
Leadership
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Infosec
Mobile Payment Security
from
New York University (NYU)
La cybersรฉcuritรฉ en milieu universitaire
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Universitรฉ de Montrรฉal
Stanford Webinar - Securing the World Around Us: Cyber Security for the Physical Economy
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Stanford University
The Growing Threat and Impact of Web-Based Malware - Stanford Computer Security
from
Stanford University
Stanford Seminar - The Current State of Cybersecurity
from
Stanford University
Stanford Seminar - Solving Cybersecurity as an Economic Problem
from
Stanford University
Security Challenges in 5G Wireless and Beyond
from
New York University (NYU)
Webinar - Big Breaches: What We Learned From the Worldโs Most Disruptive Cybersecurity Attacks
from
Stanford University
Taking Memory Forensics to the Next Level
from
New York University (NYU)
Stanford Seminar - Preventing Successful Cyberattacks Using Strongly-typed Actors
from
Stanford University
Stanford Webinar: Building Your Shield: Mapping the Cybersecurity Market, Dan Boneh and Neil Daswani
from
Stanford University
Stanford Seminar - Tales from the Risks Forum
from
Stanford University
Stanford Webinar: To Attribute or Not Attribute, Is That the Question?
from
Stanford University
Stanford Seminar - Locking the Web Open--a Call for a New, Decentralized Web
from
Stanford University
Stanford Seminar - Online Political Ad Transparency
from
Stanford University
Stanford Seminar - Computer Security: The Mess We're In, How We Got Here, and What to Do About It
from
Stanford University
Stanford Seminar - Thunderclap & CHERI (Capability Hardware-Enhanced RISC Instructions)
from
Stanford University
Bulletproofs: Short Proofs for Confidential Transactions and More
from
Stanford University
Stanford Seminar - Lessons from Mirai and the Current State of IoT Security
from
Stanford University
Stanford Seminar - Exploiting modern microarchitectures: Meltdown, Spectre, & other hardware attacks
from
Stanford University
Stanford Seminar - RowHammer, RowPress and Beyond: Can We Be Free of Bitflips (Soon)?
from
Stanford University
Stanford Seminar - How Can Privacy Exist in a Data-Driven World?
from
Stanford University
๋์งํธ ๋ฏผ์ฃผ์ฃผ์์ ๋ช
์
from
University of Michigan
Proving confidentiality and its preservation for mixed-sensitivity concurrent programs
from
University of Melbourne
Industry Insights: Cyber Security
from
University of Melbourne
A conversation with a recent Tandon Cyber Fellow grad, Michael Leking (Tandon '21)
from
New York University (NYU)
Anatomy of an Attack: What Really Happens and How To Protect Your Enterprise
from
New York University (NYU)
Trading Privacy for Convenience in the Age of Technology: Part 2
from
New York University (NYU)
CSAW'21 Keynote | Cybersecurity: Keeping the Lights On, Dr. Martin Otto, Siemens Technology
from
New York University (NYU)
IC Layout Security
from
New York University (NYU)
Conversations at the Forefront of Cybersecurity with NYU CCS featuring Nasir Memon
from
New York University (NYU)
Conversations at the Forefront of Cyber Security with NYU CCS featuring Joel Caminer
from
New York University (NYU)
Conversations at the Forefront of Cybersecurity with NYU CCS featuring Randy Milch
from
New York University (NYU)
Conversations at the Forefront of Cyber Security with NYU CCS featuring Dr. Justin Cappos
from
New York University (NYU)
Conversations at the Forefront of Cyber Security with NYU CCS featuring Dr. Damon McCoy
from
New York University (NYU)
Dispelling the Top 10 Myths in Cybersecurity
from
New York University (NYU)
9th Cyber Security Lecture Sponsored by AIG
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New York University (NYU)
8. Ryan Stortz & Kareem El-Faramawi - Firing Rounds at the Analysis Shooting Gallery
from
New York University (NYU)
2. Andrew Dutcher - angr
from
New York University (NYU)
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January 28, 2025
/ [\#Computer Science](https://www.freecodecamp.org/news/tag/computer-science/)
# 1200 Free Computer Science Courses from the Worldโs Top Universities
[Manoel](https://www.freecodecamp.org/news/author/manocormen/)
In this article, weโve compiled 1200+ online courses offered by the 60 best universities in the world for studying computer science in 2024.
We first built the list in 2020 using a data-driven approach that we have used each year, including 2024. You can find the methodology below.
## **Methodology**
First, we identified the [**leading world university rankings**](https://en.wikipedia.org/wiki/College_and_university_rankings#Global_rankings). Since we were interested in computer science specifically, he looked at their latest computer science rankings.
For the 2024 update, Suparn, my colleague used the same sources and methodology to find the top 60 universities offering online computer science courses.
Here are the rankings used:
- **QS:** [**World University Ranking 2024 โ Computer Science & IT**](https://www.topuniversities.com/university-subject-rankings/computer-science-information-systems)
- **Times Higher Education:** [**World University Ranking 2024 โ Computer Science**](https://www.timeshighereducation.com/world-university-rankings/2024/subject-ranking/computer-science)
- **Shanghai Ranking:** [**Academic Ranking of World Universities 2023 โ Computer Science & Engineering**](https://www.shanghairanking.com/rankings/gras/2023/RS0210)
Then, we crawled and scraped each ranking.
Now that we had some data, we used [**Jupyter**](https://jupyter.org/) with Python to process it. We combined the three rankings into one by averaging the position of each university in each ranking. Then, we filtered out the universities that didnโt offer online courses, and limited the list to the top 60 institutions โ the cream of the crop.
*Combined ranking: top 10 universities for studying computer science in 2024*
As you can see above, we found that the top three institutions are **\#1** [**MIT**](https://www.classcentral.com/university/mit), **\#2** [**Stanford**](https://www.classcentral.com/university/stanford), and **\#3** [**Carnegie Mellon**](https://www.classcentral.com/university/cmu).
Finally, we used the [**Class Central database**](https://www.classcentral.com/subjects), with its 250K online courses, to find all the computer science courses offered by the universities in the ranking.
The end result is a list of 1200+ online courses offered by the 60 best universities in the world for studying computer science in 2024.
## **Stats**
- Enrollments range from 10 to over 13 million, with 20 courses exceeding 1 million enrollments
- Altogether, they have over 110M enrollments, with an average of 155K enrollments
- 1180 courses are in English, 39 Chinese, 15 Spanish, 13 Arabic, 12 French, 12 Korean, 7 Russian, 3 Portuguese, 3 German, 1 Dutch, and 1 Japanese
- Together, they account for more than 78K reviews at Class Central, with an average of 216 reviews
- Average rating: 4.07 out of 5.0
- All these courses are free or [**can be audited for free**](https://www.classcentral.com/report/coursera-signup-for-free/)
- 240 courses are beginner level, 281 are intermediate level, and 70 are advanced level.
## **More Courses**
The full list is split into subjects. Click on a subject below to go to the relevant section. With over 1200 courses to pick from, I hope you find something you like. But if these arenโt enough, check out [**Class Centralโs catalog**](https://www.classcentral.com/) of 250K online courses or our thematic collections:
- [**900+ Free Developer and IT Certifications**](https://www.classcentral.com/report/free-developer-it-certifications/)
- [**Harvard Computer Science Courses with Free Certificate**](https://www.classcentral.com/report/harvard-cs50-guide/)
- [**40+ Free Certificates from Wolfram U**](https://www.classcentral.com/report/wolfram-u-free-certificates/)
- [**10,000+ Free Courses from Tech Giants: Learn from Google, Microsoft, Amazon, and More**](https://www.classcentral.com/report/big-tech-free-courses/)
- [**8000+ OpenCourseWare Courses from Top Institutions**](https://www.classcentral.com/report/ocw-courses/).
## **Programming (267)**
- [**Programming for Everybody (Getting Started with Python)**](https://www.classcentral.com/course/python-4319) from *University of Michigan* โ
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(44479)
- [**Python Data Structures**](https://www.classcentral.com/course/python-data-4174) from *University of Michigan* โ
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(16763)
- [**Using Python to Access Web Data**](https://www.classcentral.com/course/python-network-data-4343) from *University of Michigan* โ
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(5744)
- [**Using Databases with Python**](https://www.classcentral.com/course/python-databases-4272) from *University of Michigan* โ
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- [**Python and Statistics for Financial Analysis**](https://www.classcentral.com/course/python-statistics-financial-analysis-12648) from *The Hong Kong University of Science and Technology* โ
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- [**Computing in Python I: Fundamentals and Procedural Programming**](https://www.classcentral.com/course/python-the-georgia-institute-of-technology-comput-11469) from *Georgia Institute of Technology* โ
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- [**CS106B, Programming Abstraction in C++**](https://www.classcentral.com/course/youtube-cs106b-programming-abstraction-in-c-107759) from *Stanford University* โ
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- [**Learn to Program: The Fundamentals**](https://www.classcentral.com/course/programming1-385) from *University of Toronto* โ
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- [**Computing in Python IV: Objects & Algorithms**](https://www.classcentral.com/course/python-the-georgia-institute-of-technology-comput-11472) from *Georgia Institute of Technology* โ
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- [**Data Science and Agile Systems for Product Management**](https://www.classcentral.com/course/product-management-the-university-of-maryland-col-19101) from *University System of Maryland* โ
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- [**Computing in Python II: Control Structures**](https://www.classcentral.com/course/python-the-georgia-institute-of-technology-comput-11470) from *Georgia Institute of Technology* โ
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- [**Introduction to HTML5**](https://www.classcentral.com/course/introhtml-4307) from *University of Michigan* โ
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- [**Computing in Python III: Data Structures**](https://www.classcentral.com/course/python-the-georgia-institute-of-technology-comput-11471) from *Georgia Institute of Technology* โ
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- [**Programming Mobile Applications for Android Handheld Systems: Part 1**](https://www.classcentral.com/course/androidpart1-1178) from *University of Maryland, College Park* โ
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- [**Functional Program Design in Scala**](https://www.classcentral.com/course/progfun2-1186) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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- [**Introduction to Programming for the Visual Arts with p5.js**](https://www.classcentral.com/course/kadenze-introduction-to-programming-for-the-visual-arts-with-p5-js-3770) from *University of California, Los Angeles* โ
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- [**Programming Languages, Part A**](https://www.classcentral.com/course/programming-languages-452) from *University of Washington* โ
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- [**CS50's Web Programming with Python and JavaScript**](https://www.classcentral.com/course/web-development-harvard-university-cs50-s-web-pro-11506) from *Harvard University* โ
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- [**Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis)**](https://www.classcentral.com/course/freecodecamp-database-systems-cornell-university-course-sql-nosql-large-scale-data-analysis-57068) from *Cornell University* โ
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- [**HTML, CSS, and Javascript for Web Developers**](https://www.classcentral.com/course/html-css-javascript-for-web-developers-4270) from *Johns Hopkins University* โ
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(20)
- [**Object Oriented Programming in Java**](https://www.classcentral.com/course/object-oriented-java-4212) from *University of California, San Diego* โ
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- [**Programming Mobile Applications for Android Handheld Systems: Part 2**](https://www.classcentral.com/course/androidpart2-3076) from *University of Maryland, College Park* โ
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- [**Introduction to CSS3**](https://www.classcentral.com/course/introcss-4294) from *University of Michigan* โ
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- [**Python Data Structures**](https://www.classcentral.com/course/python-the-university-of-michigan-python-data-str-13097) from *University of Michigan* โ
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- [**Interactivity with JavaScript**](https://www.classcentral.com/course/javascript-4295) from *University of Michigan* โ
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- [**Using Python for Research**](https://www.classcentral.com/course/python-harvard-university-using-python-for-resear-7204) from *Harvard University* โ
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- [**Code Yourself! An Introduction to Programming**](https://www.classcentral.com/course/codeyourself-2938) from *University of Edinburgh* โ
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- [**CS50's Introduction to Programming with Python**](https://www.classcentral.com/course/python-harvard-university-cs50-s-introduction-to--58275) from *Harvard University* โ
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- [**Learn to Program: Crafting Quality Code**](https://www.classcentral.com/course/programming2-390) from *University of Toronto* โ
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- [**Programming for Everybody (Getting Started with Python)**](https://www.classcentral.com/course/python-the-university-of-michigan-programming-for-13096) from *University of Michigan* โ
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(9)
- [**Advanced Styling with Responsive Design**](https://www.classcentral.com/course/responsivedesign-4190) from *University of Michigan* โ
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- [**MATLAB and Octave for Beginners**](https://www.classcentral.com/course/matlab-ecole-polytechnique-federale-de-lausanne-m-7376) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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- [**Introduction To Swift Programming**](https://www.classcentral.com/course/swiftprogramming-4248) from *University of Toronto* โ
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- [**Introduction to Java Programming โ Part 1**](https://www.classcentral.com/course/java-the-hong-kong-university-of-science-and-tech-1983) from *The Hong Kong University of Science and Technology* โ
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- [**CS50's Introduction to Programming with Scratch**](https://www.classcentral.com/course/scratch-programming-harvard-university-cs50-s-int-39309) from *Harvard University* โ
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- [**Parallel programming**](https://www.classcentral.com/course/parprog1-5960) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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- [**Creating Video Games**](https://www.classcentral.com/course/mit-ocw-cms-611j-creating-video-games-fall-2014-40923) from *Massachusetts Institute of Technology* โ
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- [**Capstone: Retrieving, Processing, and Visualizing Data with Python**](https://www.classcentral.com/course/python-data-visualization-8445) from *University of Michigan* โ
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- [**Single Page Web Applications with AngularJS**](https://www.classcentral.com/course/single-page-web-apps-with-angularjs-4283) from *Johns Hopkins University* โ
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- [**The Computing Technology Inside Your Smartphone**](https://www.classcentral.com/course/computer-programming-cornell-university-the-compu-2809) from *Cornell University* โ
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(5)
- [**Web Coding Fundamentals: HTML, CSS and Javascript**](https://www.classcentral.com/course/kadenze-web-coding-fundamentals-html-css-and-javascript-3781) from *National University of Singapore* โ
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- [**Software Development Process**](https://www.classcentral.com/course/udacity-software-development-process-2335) from *Georgia Institute of Technology* โ
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- [**Introduction To MATLAB Programming (Fall 2011)**](https://www.classcentral.com/course/mit-opencourseware-introduction-to-matlab-programming-fall-2011-40968) from *Massachusetts Institute of Technology* โ
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(5)
- [**CS 193a: Android App Development Winter 2019**](https://www.classcentral.com/course/youtube-cs-193a-android-app-development-winter-2019-107767) from *Stanford University* โ
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(5)
- [**Introduction ร la programmation orientรฉe objet (en C++)**](https://www.classcentral.com/course/intropoocpp-849) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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- [**Building Web Applications in PHP**](https://www.classcentral.com/course/web-applications-php-9566) from *University of Michigan* โ
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- [**Introduction to Structured Query Language (SQL)**](https://www.classcentral.com/course/intro-sql-9567) from *University of Michigan* โ
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- [**Understanding and Visualizing Data with Python**](https://www.classcentral.com/course/understanding-visualization-data-12647) from *University of Michigan* โ
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(3)
- [**Databases: Relational Databases and SQL**](https://www.classcentral.com/course/relational-databases-stanford-university-database-19468) from *Stanford University* โ
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- [**Mastering the Software Engineering Interview**](https://www.classcentral.com/course/cs-tech-interview-4261) from *University of California, San Diego* โ
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- [**Initiation ร la programmation (en C++)**](https://www.classcentral.com/course/initprogcpp-644) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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(3)
- [**iOS App Development Basics**](https://www.classcentral.com/course/iosappdevelopmentbasics-4348) from *University of Toronto* โ
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- [**CS50's Mobile App Development with React Native**](https://www.classcentral.com/course/react-native-harvard-university-cs50-s-mobile-app-11505) from *Harvard University* โ
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(2)
- [**Software Engineering Essentials**](https://www.classcentral.com/course/software-engineering-technische-universitat-munch-8527) from *Technische Universitรคt Mรผnchen (Technical University of Munich)* โ
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- [**App Design and Development for iOS**](https://www.classcentral.com/course/iosappdesigndevelopment-4175) from *University of Toronto* โ
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- [**Python Basics**](https://www.classcentral.com/course/python-basics-12555) from *University of Michigan* โ
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(2)
- [**CS50's Introduction to Databases with SQL**](https://www.classcentral.com/course/sql-harvard-university-cs50-s-introduction-to-dat-152357) from *Harvard University* โ
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- [**ุงูุชูุงุนู ู
ุน ูุบุฉ ุงูุจุฑู
ุฌุฉ ุฌุงูุง ุณูุฑูุจุช**](https://www.classcentral.com/course/javascript-ar-39529) from *University of Michigan* โ
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- [**R ุงูุจุฑู
ุฌุฉ ุจุงุณุชุฎุฏุงู
ูุบุฉ**](https://www.classcentral.com/course/r-programming-ar-37043) from *Johns Hopkins University* โ
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- [**Programmation pour tous (mise en route de Python)**](https://www.classcentral.com/course/python-fr-33406) from *University of Michigan* โ
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- [**Make Your Own App**](https://www.classcentral.com/course/app-development-technische-universitat-munchen-ma-10258) from *Technische Universitรคt Mรผnchen (Technical University of Munich)* โ
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(1)
- [**Building Database Applications in PHP**](https://www.classcentral.com/course/database-applications-php-9570) from *University of Michigan* โ
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(1)
- [**Database Design and Basic SQL in PostgreSQL**](https://www.classcentral.com/course/database-design-postgresql-37623) from *University of Michigan* โ
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(1)
- [**JSON and Natural Language Processing in PostgreSQL**](https://www.classcentral.com/course/json-natural-language-processing-postgresql-37617) from *University of Michigan* โ
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(1)
- [**Database Systems Concepts & Design**](https://www.classcentral.com/course/udacity-database-systems-concepts-design-8573) from *Georgia Institute of Technology* โ
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- [**Building Web Applications in Django**](https://www.classcentral.com/course/django-build-web-apps-20953) from *University of Michigan* โ
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(1)
- [**Automated Software Testing: Model and State-based Testing**](https://www.classcentral.com/course/software-testing-delft-university-of-technology-a-12039) from *Delft University of Technology* โ
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(1)
- [**Fitting Statistical Models to Data with Python**](https://www.classcentral.com/course/fitting-statistical-models-data-python-12633) from *University of Michigan* โ
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(1)
- [**Web Design for Everybody Capstone**](https://www.classcentral.com/course/web-design-project-6499) from *University of Michigan* โ
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- [**Inferential Statistical Analysis with Python**](https://www.classcentral.com/course/inferential-statistical-analysis-python-12646) from *University of Michigan* โ
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(1)
- [**Lernen objekt-orientierter Programmierung**](https://www.classcentral.com/course/object-oriented-programming-technische-universita-8772) from *Technische Universitรคt Mรผnchen (Technical University of Munich)* โ
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(1)
- [**Python Functions, Files, and Dictionaries**](https://www.classcentral.com/course/python-functions-files-dictionaries-12553) from *University of Michigan* โ
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(1)
- [**Programming with Scratch**](https://www.classcentral.com/course/programming-with-scratch-20849) from *The Hong Kong University of Science and Technology* โ
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- [**ยกA Programar! Una introducciรณn a la programaciรณn**](https://www.classcentral.com/course/aprogramar-2939) from *University of Edinburgh* โ
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(1)
- [**ุงูุจุฑู
ุฌุฉ ููุฌู
ูุน - ุจุฏุก ุงุณุชุฎุฏุงู
ุจุงูุซูู**](https://www.classcentral.com/course/python-ar-13179) from *University of Michigan* โ
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(1)
- [**Initiation ร la programmation (en Java)**](https://www.classcentral.com/course/initprogjava-643) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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(1)
- [**Introduction ร la programmation orientรฉe objet (en Java)**](https://www.classcentral.com/course/intropoojava-441) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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(1)
- [**Programaciรณn para todos (empezando con Python)**](https://www.classcentral.com/course/python-the-university-of-michigan-programacion-pa-14379) from *University of Michigan* โ
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- [**่ฎก็ฎๅฏผ่ฎบไธC่ฏญ่จๅบ็ก**](https://www.classcentral.com/course/jisuanji-biancheng-4254) from *Peking University* โ
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- [**Stanford Seminar - Optional Static Typing for Python**](https://www.classcentral.com/course/youtube-stanford-seminar-optional-static-typing-for-python-110003) from *Stanford University* โ
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(1)
- [**ะัะพะณัะฐะผะผะธัะพะฒะฐะฝะธะต ะดะปั ะฒัะตั
(ะฝะฐัะฐะปะพ ัะฐะฑะพัั ั Python)**](https://www.classcentral.com/course/python-ru-33374) from *University of Michigan* โ
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(1)
- [**15-721 Advanced Database Systems (Spring 2017)**](https://www.classcentral.com/course/youtube-15-721-advanced-database-systems-spring-2017-91056) from *Carnegie Mellon University* โ
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- [**15-721 Advanced Database Systems (Spring 2019)**](https://www.classcentral.com/course/youtube-15-721-advanced-database-systems-spring-2019-91062) from *Carnegie Mellon University* โ
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(1)
- [**Seven Databases in Seven Weeks (Fall 2014)**](https://www.classcentral.com/course/youtube-seven-databases-in-seven-weeks-fall-2014-91055) from *Carnegie Mellon University* โ
โ
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(1)
- [**Stanford Webinar - Cloud Computing: Whatโs on the Horizon with Dr. Timothy Chou**](https://www.classcentral.com/course/youtube-stanford-webinar-cloud-computing-what-s-on-the-horizon-with-dr-timothy-chou-191581) from *Stanford University* โ
โ
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- [**JavaScript, jQuery, and JSON**](https://www.classcentral.com/course/javascript-jquery-json-9568) from *University of Michigan*
- [**Automated Software Testing: Unit Testing, Coverage Criteria and Design for Testability**](https://www.classcentral.com/course/software-testing-delft-university-of-technology-a-12038) from *Delft University of Technology*
- [**Quantitative Methods for Biology**](https://www.classcentral.com/course/biology-harvard-university-quantitative-methods-f-17849) from *Harvard University*
- [**Build Your Own iOS App**](https://www.classcentral.com/course/build-app-6235) from *University of Toronto*
- [**Software Engineering: Implementation and Testing**](https://www.classcentral.com/course/software-engineering-implementation-and-testing-81470) from *The Hong Kong University of Science and Technology*
- [**Introduction to Python Programming**](https://www.classcentral.com/course/python-programming-intro-22536) from *University of Pennsylvania*
- [**Databases: Advanced Topics in SQL**](https://www.classcentral.com/course/sql-stanford-university-databases-advanced-topics-20361) from *Stanford University*
- [**Introduction to Java Programming โ Part 2**](https://www.classcentral.com/course/java-the-hong-kong-university-of-science-and-tech-3486) from *The Hong Kong University of Science and Technology*
- [**Software Analysis & Testing**](https://www.classcentral.com/course/udacity-software-analysis-testing-8568) from *Georgia Institute of Technology*
- [**Introduction to Java and Object-Oriented Programming**](https://www.classcentral.com/course/java-object-oriented-programming-22535) from *University of Pennsylvania*
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## **Computer Science (736)**
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โ
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- [**Machine Learning: Unsupervised Learning**](https://www.classcentral.com/course/udacity-machine-learning-unsupervised-learning-1848) from *Brown University* โ
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(3)
- [**Robotics: Perception**](https://www.classcentral.com/course/robotics-perception-5033) from *University of Pennsylvania* โ
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- [**Internet of Things: Communication Technologies**](https://www.classcentral.com/course/internet-of-things-communication-4173) from *University of California, San Diego* โ
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- [**Object-Oriented Data Structures in C++**](https://www.classcentral.com/course/cs-fundamentals-1-14489) from *University of Illinois at Urbana-Champaign* โ
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- [**Probabilistic Graphical Models 2: Inference**](https://www.classcentral.com/course/probabilistic-graphical-models-2-inferen-7292) from *Stanford University* โ
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- [**Algorithms on Graphs**](https://www.classcentral.com/course/algorithms-on-graphs-5479) from *University of California, San Diego* โ
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- [**Mathematics for Machine Learning: PCA**](https://www.classcentral.com/course/pca-machine-learning-10451) from *Imperial College London* โ
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- [**Algorithmic Design and Techniques**](https://www.classcentral.com/course/algorithms-the-university-of-california-san-diego-10241) from *University of California, San Diego* โ
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- [**Advanced Algorithms (COMPSCI 224)**](https://www.classcentral.com/course/youtube-advanced-algorithms-compsci-224-48051) from *Harvard University* โ
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(3)
- [**Stanford Webinar - Using Electronic Health Records for Better Care**](https://www.classcentral.com/course/youtube-stanford-webinar-using-electronic-health-records-for-better-care-110035) from *Stanford University* โ
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(3)
- [**Stanford Seminar - Practical Blockchain Applications - Steven Pu**](https://www.classcentral.com/course/youtube-stanford-seminar-practical-blockchain-applications-steven-pu-108719) from *Stanford University* โ
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(3)
- [**Stanford Seminar - Security and the Software Defined Network**](https://www.classcentral.com/course/youtube-stanford-seminar-security-and-the-software-defined-network-110036) from *Stanford University* โ
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- [**Introduction to Operating Systems**](https://www.classcentral.com/course/udacity-introduction-to-operating-systems-3419) from *Georgia Institute of Technology* โ
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(2)
- [**HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)**](https://www.classcentral.com/course/hi-five-admin-it-8099) from *Columbia University* โ
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(2)
- [**Programming Languages, Part C**](https://www.classcentral.com/course/programming-languages-part-c-7187) from *University of Washington* โ
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- [**Human-Computer Interaction IV: Evaluation, Agile Methods & Beyond**](https://www.classcentral.com/course/human-computer-interaction-the-georgia-institute--14447) from *Georgia Institute of Technology* โ
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(2)
- [**Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud**](https://www.classcentral.com/course/cloud-applications-2-6309) from *University of Illinois at Urbana-Champaign* โ
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- [**Advanced Data Structures in Java**](https://www.classcentral.com/course/advanced-data-structures-4346) from *University of California, San Diego* โ
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- [**Software Engineering: Introduction**](https://www.classcentral.com/course/software-engineering-university-of-british-columb-8205) from *The University of British Columbia* โ
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- [**Knowledge-Based AI: Cognitive Systems**](https://www.classcentral.com/course/udacity-knowledge-based-ai-cognitive-systems-1025) from *Georgia Institute of Technology* โ
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- [**Creative Audio Programming on the Raspberry Pi**](https://www.classcentral.com/course/kadenze-creative-audio-programming-on-the-raspberry-pi-6410) from *University of New South Wales* โ
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(2)
- [**6\.S094: Deep Learning for Self-Driving Cars**](https://www.classcentral.com/course/independent-6-s094-deep-learning-for-self-driving-cars-8132) from *Massachusetts Institute of Technology* โ
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- [**Fundamentals of Machine Learning in Finance**](https://www.classcentral.com/course/fundamentals-machine-learning-in-finance-11226) from *New York University (NYU)* โ
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- [**Reinforcement Learning in Finance**](https://www.classcentral.com/course/reinforcement-learning-in-finance-11239) from *New York University (NYU)* โ
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- [**The Critical Role of IT Support Staff in Healthcare**](https://www.classcentral.com/course/healthcare-it-support-staff-22562) from *Johns Hopkins University* โ
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- [**Introduction to Algorithms (SMA 5503)**](https://www.classcentral.com/course/mit-ocw-6-046j-introduction-to-algorithms-sma-5503-fall-2005-40942) from *Massachusetts Institute of Technology* โ
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(2)
- [**Stanford CS547 - Human-Computer Interaction Seminar Series**](https://www.classcentral.com/course/youtube-stanford-cs547-human-computer-interaction-seminar-series-107766) from *Stanford University* โ
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(2)
- [**Stanford Seminar - How to Compute with Schrรถdinger's Cat: An Introduction to Quantum Computing**](https://www.classcentral.com/course/youtube-stanford-seminar-how-to-compute-with-schroedinger-s-cat-an-introduction-to-quantum-computing-110031) from *Stanford University* โ
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- [**Deep Learning Lecture Series**](https://www.classcentral.com/course/youtube-deepmind-x-ucl-deep-learning-lecture-series-2020-45714) from *University College London* โ
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(2)
- [**Unsupervised Biomedical Image Segmentation using Hyperbolic Representations \| Jeffrey Gu**](https://www.classcentral.com/course/youtube-unsupervised-biomedical-image-segmentation-using-hyperbolic-representations-jeffrey-gu-132501) from *Stanford University* โ
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- [**Computability, Complexity & Algorithms**](https://www.classcentral.com/course/udacity-computability-complexity-algorithms-1024) from *Georgia Institute of Technology* โ
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(1)
- [**Computer Science: Programming with a Purpose**](https://www.classcentral.com/course/cs-programming-java-13151) from *Princeton University* โ
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(1)
- [**High Performance Computer Architecture**](https://www.classcentral.com/course/udacity-high-performance-computer-architecture-1018) from *Georgia Institute of Technology* โ
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(1)
- [**IoT Devices**](https://www.classcentral.com/course/iot-devices-il-37699) from *University of Illinois at Urbana-Champaign* โ
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(1)
- [**Deep Learning for Natural Language Processing**](https://www.classcentral.com/course/independent-deep-learning-for-natural-language-processing-8097) from *University of Oxford* โ
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(1)
- [**Natural Language Processing: Foundations**](https://www.classcentral.com/course/natural-language-processing-the-national-universi-120517) from *National University of Singapore* โ
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(1)
- [**Health Informatics: A Current and Historical Perspective**](https://www.classcentral.com/course/health-informatics-the-georgia-institute-of-techn-13541) from *Georgia Institute of Technology* โ
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(1)
- [**Introduction to Self-Driving Cars**](https://www.classcentral.com/course/intro-self-driving-cars-13140) from *University of Toronto* โ
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(1)
- [**HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective)**](https://www.classcentral.com/course/hi-five-clinical-7456) from *Columbia University* โ
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- [**Compilers**](https://www.classcentral.com/course/computer-science-stanford-university-compilers-2716) from *Stanford University* โ
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(1)
- [**Human-Computer Interaction III: Ethics, Needfinding & Prototyping**](https://www.classcentral.com/course/human-computer-interaction-the-georgia-institute--14446) from *Georgia Institute of Technology* โ
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(1)
- [**Python Project: Software Engineering and Image Manipulation**](https://www.classcentral.com/course/python-project-12554) from *University of Michigan* โ
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- [**Graph Search, Shortest Paths, and Data Structures**](https://www.classcentral.com/course/algorithms-graphs-data-structures-7354) from *Stanford University* โ
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- [**Advanced Algorithms and Complexity**](https://www.classcentral.com/course/advanced-algorithms-and-complexity-5474) from *University of California, San Diego* โ
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- [**Foundations of Healthcare Systems Engineering**](https://www.classcentral.com/course/foundations-of-healthcare-systems-engineering-21475) from *Johns Hopkins University* โ
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(1)
- [**Blockchains, Tokens, and The Decentralized Future**](https://www.classcentral.com/course/blockchains-tokens-decentralized-future-283053) from *University of Illinois at Urbana-Champaign* โ
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- [**Data Structures and Algorithm Design Part II \| ๆฐๆฎ็ปๆไธ็ฎๆณ่ฎพ่ฎก(ไธ)**](https://www.classcentral.com/course/data-structures-tsinghua-university-data-structur-5720) from *Tsinghua University* โ
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(1)
- [**The Quantum Internet and Quantum Computers: How Will They Change the World?**](https://www.classcentral.com/course/quantum-computing-delft-university-of-technology--9760) from *Delft University of Technology* โ
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- [**Health Information Technology Fundamentals**](https://www.classcentral.com/course/health-it-fundamentals-22563) from *Johns Hopkins University* โ
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- [**Software Construction: Object-Oriented Design**](https://www.classcentral.com/course/object-oriented-programming-university-of-british-8201) from *The University of British Columbia* โ
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- [**Computational Thinking for Modeling and Simulation**](https://www.classcentral.com/course/simulation-massachusetts-institute-of-technology--12764) from *Massachusetts Institute of Technology* โ
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- [**Software Construction: Data Abstraction**](https://www.classcentral.com/course/java-university-of-british-columbia-software-cons-8200) from *The University of British Columbia* โ
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- [**Overview of Advanced Methods of Reinforcement Learning in Finance**](https://www.classcentral.com/course/advanced-methods-reinforcement-learning--11240) from *New York University (NYU)* โ
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- [**Nature, in Code: Biology in JavaScript**](https://www.classcentral.com/course/javascript-ecole-polytechnique-federale-de-lausan-6881) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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- [**Introduction to Algorithms**](https://www.classcentral.com/course/mit-ocw-6-006-introduction-to-algorithms-fall-2011-40936) from *Massachusetts Institute of Technology* โ
โ
โ
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- [**Artificial Intelligence for Breast Cancer Detection**](https://www.classcentral.com/course/artificial-intelligence-for-breast-cancer-detecti-46386) from *Johns Hopkins University* โ
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- [**The AI Awakening: Implications for the Economy and Society**](https://www.classcentral.com/course/ai-awakening-277306) from *Stanford University* โ
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- [**Introduction to Computational Thinking and Data Science**](https://www.classcentral.com/course/mit-ocw-6-0002-introduction-to-computational-thinking-and-data-science-fall-2016-40931) from *Massachusetts Institute of Technology* โ
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(1)
- [**Introduction to Computer Science and Programming (Fall 2008)**](https://www.classcentral.com/course/mit-opencourseware-introduction-to-computer-science-and-programming-fall-2008-40929) from *Massachusetts Institute of Technology* โ
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(1)
- [**Deep Learning for Computer Vision**](https://www.classcentral.com/course/youtube-deep-learning-for-computer-vision-46762) from *University of Michigan* โ
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(1)
- [**Design and Analysis of Algorithms**](https://www.classcentral.com/course/mit-ocw-6-046j-design-and-analysis-of-algorithms-spring-2015-70694) from *Massachusetts Institute of Technology* โ
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(1)
- [**Beyond Cryptocurrency: Blockchain for the Real World**](https://www.classcentral.com/course/youtube-beyond-cryptocurrency-blockchain-for-the-real-world-110002) from *Stanford University* โ
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- [**Stanford Seminar - How Not to Generate Random Numbers**](https://www.classcentral.com/course/youtube-stanford-seminar-how-not-to-generate-random-numbers-110037) from *Stanford University* โ
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(1)
- [**Stanford Seminar - Building the Smartest and Open Virtual Assistant to Protect Privacy - Monica Lam**](https://www.classcentral.com/course/youtube-stanford-seminar-building-the-smartest-and-open-virtual-assistant-to-protect-privacy-monica-lam-108721) from *Stanford University* โ
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- [**Stanford Webinar - How ChatGPT and Generative AI Will Shape the Future of Work**](https://www.classcentral.com/course/youtube-stanford-webinar-how-chatgpt-and-generative-ai-will-shape-the-future-of-work-191522) from *Stanford University* โ
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โ
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(1)
- [**Stanford Webinar: IOT - From Smart Sensors to Smart Networks**](https://www.classcentral.com/course/youtube-stanford-webinar-iot-from-smart-sensors-to-smart-networks-110007) from *Stanford University* โ
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(1)
- [**Stanford Seminar - Rethinking the AI-UX Boundary for Designing Human-AI Experiences**](https://www.classcentral.com/course/youtube-stanford-seminar-rethinking-the-ai-ux-boundary-for-designing-human-ai-experiences-108697) from *Stanford University* โ
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(1)
- [**Generalization and Personalization in Federated Learning \| Karan Singhal**](https://www.classcentral.com/course/youtube-generalization-and-personalization-in-federated-learning-karan-singhal-132497) from *Stanford University* โ
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(1)
- [**MedAI: Graph-based modeling in computational pathology \| Siyi Tang**](https://www.classcentral.com/course/youtube-medai-graph-based-modeling-in-computational-pathology-siyi-tang-132509) from *Stanford University* โ
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โ
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(1)
- [**EI Seminar - Martin Riedmiller - Learning Controllers - From Engineering to AGI**](https://www.classcentral.com/course/youtube-ei-seminar-martin-riedmiller-learning-controllers-from-engineering-to-agi-127044) from *Massachusetts Institute of Technology* โ
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โ
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- [**Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust**](https://www.classcentral.com/course/youtube-stanford-seminar-toward-scalable-autonomy-aleksandra-faust-108695) from *Stanford University* โ
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- [**Regulatory evaluation of image processing software devices**](https://www.classcentral.com/course/youtube-regulatory-evaluation-of-image-processing-software-devices-182529) from *Yale University* โ
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(1)
- [**Stanford Seminar: Self-Driving Cars for Everyone**](https://www.classcentral.com/course/youtube-stanford-seminar-self-driving-cars-for-everyone-191985) from *Stanford University* โ
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โ
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(1)
- [**MIT EI Seminar - Russ Tedrake - Feedback control from pixels**](https://www.classcentral.com/course/youtube-mit-ei-seminar-russ-tedrake-feedback-control-from-pixels-127056) from *Massachusetts Institute of Technology* โ
โ
โ
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- [**MIT 6.S191 (2021): Deep Generative Modeling**](https://www.classcentral.com/course/youtube-mit-6-s191-2021-deep-generative-modeling-128090) from *Alexander Amini* โ
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(1)
- [**Wireless Above 100GHz**](https://www.classcentral.com/course/youtube-wireless-above-100ghz-132468) from *New York University (NYU)* โ
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- [**Stanford Seminar: Google's Multilingual Neural Machine Translation System**](https://www.classcentral.com/course/youtube-stanford-seminar-google-s-multilingual-neural-machine-translation-system-192015) from *Stanford University* โ
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(1)
- [**ChatGPT Teach-Out**](https://www.classcentral.com/course/chatgpt-teach-out-146459) from *University of Michigan*
- [**Computational Thinking for Problem Solving**](https://www.classcentral.com/course/computational-thinking-problem-solving-12278) from *University of Pennsylvania*
- [**Algorithms: Design and Analysis, Part 1**](https://www.classcentral.com/course/algorithms-stanford-university-algorithms-design--8984) from *Stanford University*
- [**Generative AI Teach-Out**](https://www.classcentral.com/course/generative-ai-teach-out-205348) from *University of Michigan*
- [**Computer Science: Algorithms, Theory, and Machines**](https://www.classcentral.com/course/computerscience2-10671) from *Princeton University*
- [**Cyber-Physical Systems Design & Analysis**](https://www.classcentral.com/course/udacity-cyber-physical-systems-design-analysis-10473) from *Georgia Institute of Technology*
- [**Decision Making and Reinforcement Learning**](https://www.classcentral.com/course/dmrol-129791) from *Columbia University*
- [**HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Social/Peer Perspective)**](https://www.classcentral.com/course/hi-five-social-peer-8303) from *Columbia University*
- [**Introduction to Quantum Computing**](https://www.classcentral.com/course/quantum-computing-university-of-british-columbia--120532) from *The University of British Columbia*
- [**Artificial Intelligence**](https://www.classcentral.com/course/udacity-artificial-intelligence-8565) from *Georgia Institute of Technology*
- [**Hacker Tools**](https://www.classcentral.com/course/independent-hacker-tools-13160) from *Massachusetts Institute of Technology*
- [**Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming**](https://www.classcentral.com/course/algorithms-greedy-7350) from *Stanford University*
- [**Internet of Things: Multimedia Technologies**](https://www.classcentral.com/course/internet-of-things-multimedia-4237) from *University of California, San Diego*
- [**Programming & Data Structures**](https://www.classcentral.com/course/computer-science-columbia-university-programming--295555) from *Columbia University*
- [**Human-Computer Interaction**](https://www.classcentral.com/course/udacity-human-computer-interaction-8567) from *Georgia Institute of Technology*
- [**Software Defined Networking**](https://www.classcentral.com/course/sdn-97397) from *The University of Chicago*
- [**Number Theory and Cryptography**](https://www.classcentral.com/course/number-theory-cryptography-9210) from *University of California, San Diego*
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- [**Internet of Things: Sensing and Actuation From Devices**](https://www.classcentral.com/course/internet-of-things-sensing-actuation-4182) from *University of California, San Diego*
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- [**The Data Science of Health Informatics**](https://www.classcentral.com/course/the-data-science-of-health-informatics-12856) from *Johns Hopkins University*
- [**Fundamentals of Machine Learning for Healthcare**](https://www.classcentral.com/course/fundamental-machine-learning-healthcare-21163) from *Stanford University*
- [**IoT Networking**](https://www.classcentral.com/course/iot-networking-37700) from *University of Illinois at Urbana-Champaign*
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- [**Generative AI: Fundamentals, Applications, and Challenges**](https://www.classcentral.com/course/coursera-generative-ai-fundamentals-applications-and-challenges-295758) from *University of Michigan*
- [**Artificial Intelligence Essentials**](https://www.classcentral.com/course/coursera-artificial-intelligence-essentials-290673) from *University of Pennsylvania*
- [**AI skills for Engineers: Supervised Machine Learning**](https://www.classcentral.com/course/artificial-intelligence-delft-university-of-techn-146907) from *Delft University of Technology*
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- [**The Social and Technical Context of Health Informatics**](https://www.classcentral.com/course/the-socio-technical-health-informatics-c-12789) from *Johns Hopkins University*
- [**Introduction to Computational Science and Engineering**](https://www.classcentral.com/course/computer-programming-massachusetts-institute-of-t-192616) from *Massachusetts Institute of Technology*
- [**Machine Learning: Concepts and Applications**](https://www.classcentral.com/course/machine-learning-applications-80415) from *The University of Chicago*
- [**Generative AI: Impact on Business and Society**](https://www.classcentral.com/course/coursera-generative-ai-impact-on-business-and-society-295760) from *University of Michigan*
- [**Input and Interaction**](https://www.classcentral.com/course/interaction-techniques-4245) from *University of California, San Diego*
- [**IoT Communications**](https://www.classcentral.com/course/iot-communications-37702) from *University of Illinois at Urbana-Champaign*
- [**Assessment Design with AI**](https://www.classcentral.com/course/artificial-intelligence-the-georgia-institute-of--274063) from *Georgia Institute of Technology*
- [**Introduction to Machine Learning in Sports Analytics**](https://www.classcentral.com/course/machine-learning-sports-analytics-53129) from *University of Michigan*
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- [**Network Function Virtualization**](https://www.classcentral.com/course/network-virtual-21379) from *Georgia Institute of Technology*
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- [**Compilers: Theory and Practice**](https://www.classcentral.com/course/udacity-compilers-theory-and-practice-8572) from *Georgia Institute of Technology*
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- [**Probabilistic Graphical Models 3: Learning**](https://www.classcentral.com/course/probabilistic-graphical-models-3-learnin-7293) from *Stanford University*
- [**Accessible Gamification**](https://www.classcentral.com/course/gamification-the-georgia-institute-of-technology--9485) from *Georgia Institute of Technology*
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- [**Machine Learning**](https://www.classcentral.com/course/machine-learning-the-georgia-institute-of-technol-9695) from *Georgia Institute of Technology*
- [**AI Materials**](https://www.classcentral.com/course/ai-materials-187631) from *Korea Advanced Institute of Science and Technology*
- [**Industrial Internet of Things (IIoT)**](https://www.classcentral.com/course/industrial-internet-of-things-55788) from *University of Michigan*
- [**Building Autonomous AI**](https://www.classcentral.com/course/building-autonomous-ai-117536) from *University of Washington*
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- [**MLOps for Scaling TinyML**](https://www.classcentral.com/course/tinyml-harvard-university-mlops-for-scaling-tinym-66338) from *Harvard University*
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- [**Self-Driving Cars with Duckietown**](https://www.classcentral.com/course/technology-eth-zurich-self-driving-cars-with-duck-21872) from *ETH Zurich*
- [**Deploying TinyML**](https://www.classcentral.com/course/tinyml-harvard-university-deploying-tinyml-21643) from *Harvard University*
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- [**Basic Modeling for Discrete Optimization**](https://www.classcentral.com/course/basic-modeling-7759) from *University of Melbourne*
- [**Introduction to Quantum Information**](https://www.classcentral.com/course/introduction-to-quantum-information-58200) from *Korea Advanced Institute of Science and Technology*
- [**Data Augmented Technology Assisted Medical Decision Making**](https://www.classcentral.com/course/coursera-data-augmented-technology-assisted-medical-decision-making-290275) from *University of Michigan*
- [**Data Analytics Foundations for Accountancy II**](https://www.classcentral.com/course/data-analytics-accountancy-2-10515) from *University of Illinois at Urbana-Champaign*
- [**Mathematics for Computer Science**](https://www.classcentral.com/course/mit-ocw-6-042j-mathematics-for-computer-science-fall-2010-40941) from *Massachusetts Institute of Technology*
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- [**Information Extraction from Free Text Data in Health**](https://www.classcentral.com/course/information-extraction-from-free-text-data-in-hea-96577) from *University of Michigan*
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- [**Applications of TinyML**](https://www.classcentral.com/course/tinyml-harvard-university-applications-of-tinyml-21642) from *Harvard University*
- [**Quantum Computer Systems Design I: Intro to Quantum Computation and Programming**](https://www.classcentral.com/course/quantum-computing-university-of-chicago-quantum-c-56652) from *The University of Chicago*
- [**Logistic Regression and Prediction for Health Data**](https://www.classcentral.com/course/logistic-regression-prediction-health-data-238117) from *University of Michigan*
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- [**Introduction to Concurrent Programming with GPUs**](https://www.classcentral.com/course/introduction-to-concurrent-programming-89920) from *Johns Hopkins University*
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- [**Advanced Modeling for Discrete Optimization**](https://www.classcentral.com/course/advancedmodeling-7757) from *University of Melbourne*
- [**Boltzmann Law: Physics to Computing**](https://www.classcentral.com/course/engineering-purdue-university-boltzmann-law-physi-21012) from *Purdue University*
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- [**Internet of Things Capstone: Build a Mobile Surveillance System**](https://www.classcentral.com/course/internet-of-things-capstone-5124) from *University of California, San Diego*
- [**Modern Distributed Systems**](https://www.classcentral.com/course/computer-science-delft-university-of-technology-m-96687) from *Delft University of Technology*
- [**Culminating Project in Health Informatics**](https://www.classcentral.com/course/culminating-project-course-in-health-inf-12854) from *Johns Hopkins University*
- [**่ฎก็ฎๆบ่พ
ๅฉ็ฟป่ฏๅ็ไธๅฎ่ทต Principles and Practice of Computer-Aided Translation**](https://www.classcentral.com/course/catmooc-2354) from *Peking University*
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- [**Supercomputing**](https://www.classcentral.com/course/supercomputing-7660) from *Partnership for Advanced Computing in Europe*
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- [**Quantum Computer Systems Design III: Working with Noisy Systems**](https://www.classcentral.com/course/quantum-computing-university-of-chicago-quantum-c-56654) from *The University of Chicago*
- [**Emerging Technology, Disruption, and AI**](https://www.classcentral.com/course/emerging-technology-disruption-ai-274924) from *University of Illinois at Urbana-Champaign*
- [**Internet of Things Capstone V2: Build a Mobile Surveillance System**](https://www.classcentral.com/course/internet-of-things-capstone-version2-10380) from *University of California, San Diego*
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- [**Introduction to Computer Science and Programming (Spring 2011)**](https://www.classcentral.com/course/mit-opencourseware-introduction-to-computer-science-and-programming-spring-2011-40928) from *Massachusetts Institute of Technology*
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- [**The Society of Mind**](https://www.classcentral.com/course/mit-ocw-6-868j-the-society-of-mind-fall-2011-40953) from *Massachusetts Institute of Technology*
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- [**NP-Complete Problems**](https://www.classcentral.com/course/algorithms-the-university-of-california-san-diego-10275) from *University of California, San Diego*
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- [**Data Structures and Algorithms (II)**](https://www.classcentral.com/course/data-structures-algorithms-2-17915) from *Tsinghua University*
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- [**Data Mining Project**](https://www.classcentral.com/course/data-mining-project-6227) from *University of Illinois at Urbana-Champaign*
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- [**Graph Algorithms in Genome Sequencing**](https://www.classcentral.com/course/biology-the-university-of-california-san-diego-gr-10250) from *University of California, San Diego*
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- [**Combining and Analyzing Complex Data**](https://www.classcentral.com/course/data-collection-analytics-project-6083) from *University of Maryland, College Park*
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- [**Plant Bioinformatics Capstone**](https://www.classcentral.com/course/plant-bioinformatics-capstone-17158) from *University of Toronto*
- [**Arranging and Visualizing Data in R**](https://www.classcentral.com/course/arranging-visualizing-data-r-238115) from *University of Michigan*
- [**Big Data Computing with Spark**](https://www.classcentral.com/course/big-data-the-hong-kong-university-of-science-and--58716) from *The Hong Kong University of Science and Technology*
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- [**Big Data Technology Capstone Project**](https://www.classcentral.com/course/big-data-the-hong-kong-university-of-science-and--58699) from *The Hong Kong University of Science and Technology*
- [**Big Data Technology Capstone Project**](https://www.classcentral.com/course/big-data-the-hong-kong-university-of-science-and--58699) from *The Hong Kong University of Science and Technology*
- [**Big Data Technology Capstone Project**](https://www.classcentral.com/course/big-data-the-hong-kong-university-of-science-and--58699) from *The Hong Kong University of Science and Technology*
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- [**Mastering Software Development in R Capstone**](https://www.classcentral.com/course/r-capstone-7181) from *Johns Hopkins University*
- [**Data Visualization Capstone**](https://www.classcentral.com/course/data-visualization-capstone-22206) from *Johns Hopkins University*
- [**Measurement โ Turning Concepts into Data**](https://www.classcentral.com/course/measurement-turning-concepts-data-22203) from *Johns Hopkins University*
- [**Quantifying Relationships with Regression Models**](https://www.classcentral.com/course/quantifying-relationships-regression-models-22208) from *Johns Hopkins University*
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- [**Fundamentals of Data Analytics in the Public Sector with R**](https://www.classcentral.com/course/fundamentals-of-data-analytics-in-the-public-sect-104785) from *University of Michigan*
- [**Data Literacy Capstone โ Evaluating Research**](https://www.classcentral.com/course/data-literacy-capstone-evaluating-research-22204) from *Johns Hopkins University*
- [**STAT115 2018**](https://www.classcentral.com/course/youtube-stat115-2018-97492) from *Harvard University*
- [**STAT115 2019**](https://www.classcentral.com/course/youtube-stat115-2019-97493) from *Harvard University*
- [**Data Science: A New Way of Thinking \| ๆฐๆฎ็งๅญฆๅฏผ่ฎบ**](https://www.classcentral.com/course/data-science-tsinghua-university-data-science-a-n-12731) from *Tsinghua University*
- [**ู
ุฌู
ูุนุฉ ุฃุฏูุงุช ุนุงูู
ุงูุจูุงูุงุช**](https://www.classcentral.com/course/data-scientists-tools-ar-13197) from *Johns Hopkins University*
- [**How to Describe Data**](https://www.classcentral.com/course/coursera-how-to-describe-data-292791) from *University of Michigan*
- [**Gestion de lโanalyse des donnรฉes**](https://www.classcentral.com/course/managing-data-analysis-fr-39479) from *Johns Hopkins University*
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- [**็็ฉไฟกๆฏๅญฆ: ๅฏผ่ฎบไธๆนๆณ**](https://www.classcentral.com/course/sheng-wu-xin-xi-xue-4361) from *Peking University*
- [**MIT Deep Learning in Life Sciences 6.874 Spring 2020**](https://www.classcentral.com/course/youtube-mit-deep-learning-in-life-sciences-6-874-spring-2020-97534) from *Massachusetts Institute of Technology*
- [**MIT CompBio Course Projects Fall 2019**](https://www.classcentral.com/course/youtube-mit-compbio-course-projects-fall-2019-97533) from *Massachusetts Institute of Technology*
- [**ุชุญููู ุงูุจูุงูุงุช ุงูุงุณุชูุดุงููุฉ**](https://www.classcentral.com/course/exploratory-data-analysis-ar-39395) from *Johns Hopkins University*
- [**Stanford Seminar - Theories of inference for visual analysis**](https://www.classcentral.com/course/youtube-stanford-seminar-theories-of-inference-for-visual-analysis-108696) from *Stanford University*
- [**ู
ูุฏู
ุฉ ุนู ุงูุจูุงูุงุช ุงูุถุฎู
ุฉ**](https://www.classcentral.com/course/big-data-introduction-ar-13278) from *University of California, San Diego*
- [**ๅปๅญฆ็ป่ฎกๅญฆไธSPSS่ฝฏไปถ๏ผๅบ็ก็ฏ๏ผ**](https://www.classcentral.com/course/spss-ruanjian-3226) from *Peking University*
- [**Mining Online Data Across Social Networks**](https://www.classcentral.com/course/youtube-mining-online-data-across-social-networks-110079) from *Stanford University*
- [**Exploration et production de donnรฉes pour les entreprises**](https://www.classcentral.com/course/business-data-fr-40817) from *University of Illinois at Urbana-Champaign*
- [**ไบบ็พคไธ็ฝ็ป**](https://www.classcentral.com/course/renqun-wangluo-4189) from *Peking University*
- [**Cours intensif sur la science des donnรฉes**](https://www.classcentral.com/course/data-science-course-fr-39514) from *Johns Hopkins University*
- [**Anรกlisis de datos: Diseรฑo y Visualizaciรณn de Tableros**](https://www.classcentral.com/course/data-analysis-delft-university-of-technology-anal-10328) from *Delft University of Technology*
- [**Stanford Seminar - Towards theories of single-trial high dimensional neural data analysis**](https://www.classcentral.com/course/youtube-stanford-seminar-towards-theories-of-single-trial-high-dimensional-neural-data-analysis-108765) from *Stanford University*
- [**Stanford Seminar - Big Data is (at least) Four Different Problems**](https://www.classcentral.com/course/youtube-stanford-seminar-big-data-is-at-least-four-different-problems-110021) from *Stanford University*
- [**Stanford Seminar - TSAR (the TimeSeries AggregatoR) Anirudh Todi of Twitter**](https://www.classcentral.com/course/youtube-stanford-seminar-tsar-the-timeseries-aggregator-anirudh-todi-of-twitter-110051) from *Stanford University*
- [**Big Data Analytics**](https://www.classcentral.com/course/youtube-big-data-analytics-jpl-caltech-48195) from *California Institute of Technology*
- [**Data Mining: The Tool of The Information Age**](https://www.classcentral.com/course/youtube-data-mining-the-tool-of-the-information-age-192297) from *Stanford University*
- [**Stanford Webinar - How to Analyze Research Data: Kristin Sainani**](https://www.classcentral.com/course/youtube-stanford-webinar-how-to-analyze-research-data-kristin-sainani-191712) from *Stanford University*
- [**Stanford Seminar - Developing Design Spaces for Visualization - Tamara Munzner**](https://www.classcentral.com/course/youtube-stanford-seminar-developing-design-spaces-for-visualization-tamara-munzner-108693) from *Stanford University*
- [**Gestiรณn del anรกlisis de datos**](https://www.classcentral.com/course/managing-data-analysis-es-65446) from *Johns Hopkins University*
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- [**Introduction to R and Geographic Information Systems (GIS)**](https://www.classcentral.com/course/mit-ocw-introduction-to-r-and-gis-fall-2023-292288) from *Massachusetts Institute of Technology*
- [**Mathematics of Big Data and Machine Learning**](https://www.classcentral.com/course/mit-ocw-res-ll-005-mathematics-of-big-data-and-machine-learning-january-iap-2020-292296) from *Massachusetts Institute of Technology*
- [**Anรกlisis de datos: Llรฉvalo al MAX()**](https://www.classcentral.com/course/excel-delft-university-of-technology-analisis-de--10327) from *Delft University of Technology*
- [**ะฃะฟัะฐะฒะปะตะฝะธะต ะฐะฝะฐะปะธะทะพะผ ะดะฐะฝะฝัั
**](https://www.classcentral.com/course/managing-data-analysis-ru-39512) from *Johns Hopkins University*
- [**Bioinformatics Methods for Transcriptomics**](https://www.classcentral.com/course/coursera-bioinformatics-methods-for-transcriptomics-307047) from *Johns Hopkins University*
- [**Muestreo de personas, redes y registros**](https://www.classcentral.com/course/sampling-methods-es-66334) from *University of Michigan*
- [**Ein Crashkurs in Datenwissenschaft**](https://www.classcentral.com/course/data-science-course-de-39437) from *Johns Hopkins University*
- [**Datenanalyse verwalten**](https://www.classcentral.com/course/managing-data-analysis-de-39511) from *Johns Hopkins University*
- [**Cรณmo combinar y analizar datos complejos**](https://www.classcentral.com/course/data-collection-analytics-project-es-66064) from *University of Maryland, College Park*
- [**Stanford Seminar - Forecasting and Predicting the Future of the Future**](https://www.classcentral.com/course/youtube-stanford-seminar-forecasting-and-predicting-the-future-of-the-future-191634) from *Stanford University*
- [**Stanford Seminar - Jupyter Notebooks and Academic Publication**](https://www.classcentral.com/course/youtube-stanford-seminar-jupyter-notebooks-and-academic-publication-191833) from *Stanford University*
- [**Stanford Seminar - The End of Privacy**](https://www.classcentral.com/course/youtube-stanford-seminar-the-end-of-privacy-191926) from *Stanford University*
- [**Der Werkzeugkasten des Data Scientist**](https://www.classcentral.com/course/data-scientists-tools-de-65146) from *Johns Hopkins University*
- [**Cรณmo manejar datos faltantes**](https://www.classcentral.com/course/missing-data-es-66063) from *University of Maryland, College Park*
- [**Data Analysis for Social Scientists**](https://www.classcentral.com/course/mit-ocw-14-310x-data-analysis-for-social-scientists-spring-2023-292251) from *Massachusetts Institute of Technology*
- [**Method of Detection: The Critical Missing Link in U.S. Cancer Registries**](https://www.classcentral.com/course/youtube-method-of-detection-the-critical-missing-link-in-u-s-cancer-registries-180516) from *Yale University*
- [**Big Data's Big Deal - Viktor Mayer-Schonberger**](https://www.classcentral.com/course/youtube-big-data-s-big-deal-viktor-mayer-schonberger-142853) from *University of Oxford*
- [**Stanford Seminar - Algorithmic Extremism: Examining YouTube's Rabbit Hole of Radicalization**](https://www.classcentral.com/course/youtube-stanford-seminar-algorithmic-extremism-examining-youtube-s-rabbit-hole-of-radicalization-191797) from *Stanford University*
- [**Stanford Seminar - Mobilizing the Future**](https://www.classcentral.com/course/youtube-stanford-seminar-mobilizing-the-future-191869) from *Stanford University*
- [**Stanford Seminar: Data For The People, Andreas Weigend of Social Data Lab**](https://www.classcentral.com/course/youtube-stanford-seminar-data-for-the-people-andreas-weigend-of-social-data-lab-192022) from *Stanford University*
- [**EngX: Big Data, Big Impact mini-conference, Russ Altman, Jure Leskovec and Christopher Rรฉ**](https://www.classcentral.com/course/youtube-engx-big-data-big-impact-mini-conference-russ-altman-jure-leskovec-and-christopher-re-192213) from *Stanford University*
- [**Stanford Seminar - Zhang Lin on MobileUrban Sensing in Beijing**](https://www.classcentral.com/course/youtube-stanford-seminar-zhang-lin-on-mobileurban-sensing-in-beijing-192263) from *Stanford University*
- [**Stanford Seminar - Human-Machine Symbiosis in Data Visualization**](https://www.classcentral.com/course/youtube-stanford-seminar-human-machine-symbiosis-in-data-visualization-264218) from *Stanford University*
- [**Stanford Seminar - Harnessing Data for Social Impact**](https://www.classcentral.com/course/youtube-stanford-seminar-harnessing-data-for-social-impact-277833) from *Stanford University*
- [**ํ์ด์ฌ์ ๋ฐ์ดํฐ ๊ณผํ ์๊ฐ**](https://www.classcentral.com/course/python-data-analysis-ko-61439) from *University of Michigan*
- [**ํ์ด์ฌ์ ์์ฉ ์์
๋คํธ์ํฌ ๋ถ์**](https://www.classcentral.com/course/python-social-network-analysis-ko-61440) from *University of Michigan*
- [**๋ฐ์ดํฐ ๊ณผํ์์ ๋๊ตฌ ์์**](https://www.classcentral.com/course/data-scientists-tools-ko-60063) from *Johns Hopkins University*
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- [**Communicating Complex Statistical Ideas to the Public: Lessons from the Pandemic - D. Spiegelhalter**](https://www.classcentral.com/course/youtube-communicating-complex-statistical-ideas-to-the-public-lessons-from-the-pandemic-d-spiegelhalter-142786) from *University of Oxford*
## **Information Security (InfoSec) (62)**
- [**CS 253 Web Security**](https://www.classcentral.com/course/youtube-cs-253-web-security-48191) from *Stanford University* โ
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- [**Computer Systems Security**](https://www.classcentral.com/course/mit-ocw-6-858-computer-systems-security-fall-2014-40952) from *Massachusetts Institute of Technology* โ
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- [**Web Security Fundamentals**](https://www.classcentral.com/course/computer-security-ku-leuven-web-security-fundamen-8726) from *KU Leuven University* โ
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- [**Stanford Seminar - Engineering Cyber Resiliency: A Pragmatic Approach**](https://www.classcentral.com/course/youtube-stanford-seminar-engineering-cyber-resiliency-a-pragmatic-approach-110018) from *Stanford University* โ
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(17)
- [**Stanford Webinar - Hash, Hack, Code: Emerging Trends in Cyber Security**](https://www.classcentral.com/course/youtube-stanford-webinar-hash-hack-code-emerging-trends-in-cyber-security-110027) from *Stanford University* โ
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- [**Intro to Information Security**](https://www.classcentral.com/course/udacity-intro-to-information-security-3420) from *Georgia Institute of Technology* โ
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- [**Introduction to Cyber Attacks**](https://www.classcentral.com/course/intro-cyber-attacks-9667) from *New York University (NYU)* โ
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(1)
- [**CS50's Introduction to Cybersecurity**](https://www.classcentral.com/course/cybersecurity-harvard-university-cs50-s-introduct-152356) from *Harvard University* โ
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- [**Cybersecurity for Everyone**](https://www.classcentral.com/course/cybersecurity-for-everyone-43819) from *University of Maryland, College Park* โ
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- [**Cyber Security Economics**](https://www.classcentral.com/course/cybersecurity-delft-university-of-technology-cybe-2680) from *Delft University of Technology* โ
โ
โโโ(1)
- [**Real-Time Cyber Threat Detection and Mitigation**](https://www.classcentral.com/course/real-time-cyber-threat-detection-9668) from *New York University (NYU)*
- [**Introduction to Cybersecurity**](https://www.classcentral.com/course/cybersecurity-university-of-washington-introducti-8651) from *University of Washington*
- [**Cyber Attack Countermeasures**](https://www.classcentral.com/course/cyber-attack-countermeasures-9666) from *New York University (NYU)*
- [**Cyber-Physical Systems Security**](https://www.classcentral.com/course/udacity-cyber-physical-systems-security-8569) from *Georgia Institute of Technology*
- [**Building a Cybersecurity Toolkit**](https://www.classcentral.com/course/cybersecurity-university-of-washington-building-a-8653) from *University of Washington*
- [**Cybersecurity: The CISO's View**](https://www.classcentral.com/course/cybersecurity-university-of-washington-cybersecur-8652) from *University of Washington*
- [**Finding Your Cybersecurity Career Path**](https://www.classcentral.com/course/cybersecurity-university-of-washington-finding-yo-8654) from *University of Washington*
- [**Enterprise and Infrastructure Security**](https://www.classcentral.com/course/enterprise-infrastructure-security-9861) from *New York University (NYU)*
- [**Introduction to DevSecOps**](https://www.classcentral.com/course/introduction-to-devsecops-108441) from *Johns Hopkins University*
- [**A Strategic Approach to Cybersecurity**](https://www.classcentral.com/course/a-strategic-approach-to-cybersecurity-162430) from *University of Maryland, College Park*
- [**Cybersecurity Capstone Project**](https://www.classcentral.com/course/cyber-security-capstone-3469) from *University of Maryland, College Park*
- [**Leadership**](https://www.classcentral.com/course/cybersecurityleadership-55776) from *Infosec*
- [**Mobile Payment Security**](https://www.classcentral.com/course/cybersecurity-new-york-university-mobile-payment--21869) from *New York University (NYU)*
- [**La cybersรฉcuritรฉ en milieu universitaire**](https://www.classcentral.com/course/computer-science-universite-de-montreal-la-cybers-288717) from *Universitรฉ de Montrรฉal*
- [**Stanford Webinar - Securing the World Around Us: Cyber Security for the Physical Economy**](https://www.classcentral.com/course/youtube-stanford-webinar-securing-the-world-around-us-cyber-security-for-the-physical-economy-191772) from *Stanford University*
- [**The Growing Threat and Impact of Web-Based Malware - Stanford Computer Security**](https://www.classcentral.com/course/youtube-the-growing-threat-and-impact-of-web-based-malware-stanford-computer-security-192296) from *Stanford University*
- [**Stanford Seminar - The Current State of Cybersecurity**](https://www.classcentral.com/course/youtube-stanford-seminar-the-current-state-of-cybersecurity-191805) from *Stanford University*
- [**Stanford Seminar - Solving Cybersecurity as an Economic Problem**](https://www.classcentral.com/course/youtube-stanford-seminar-solving-cybersecurity-as-an-economic-problem-191802) from *Stanford University*
- [**Security Challenges in 5G Wireless and Beyond**](https://www.classcentral.com/course/youtube-security-challenges-in-5g-wireless-and-beyond-132426) from *New York University (NYU)*
- [**Webinar - Big Breaches: What We Learned From the Worldโs Most Disruptive Cybersecurity Attacks**](https://www.classcentral.com/course/youtube-webinar-big-breaches-what-we-learned-from-the-world-s-most-disruptive-cybersecurity-attacks-191682) from *Stanford University*
- [**Taking Memory Forensics to the Next Level**](https://www.classcentral.com/course/youtube-taking-memory-forensics-to-the-next-level-132480) from *New York University (NYU)*
- [**Stanford Seminar - Preventing Successful Cyberattacks Using Strongly-typed Actors**](https://www.classcentral.com/course/youtube-stanford-seminar-preventing-successful-cyberattacks-using-strongly-typed-actors-191710) from *Stanford University*
- [**Stanford Webinar: Building Your Shield: Mapping the Cybersecurity Market, Dan Boneh and Neil Daswani**](https://www.classcentral.com/course/youtube-stanford-webinar-building-your-shield-mapping-the-cybersecurity-market-dan-boneh-and-neil-daswani-191751) from *Stanford University*
- [**Stanford Seminar - Tales from the Risks Forum**](https://www.classcentral.com/course/youtube-stanford-seminar-tales-from-the-risks-forum-191817) from *Stanford University*
- [**Stanford Webinar: To Attribute or Not Attribute, Is That the Question?**](https://www.classcentral.com/course/youtube-stanford-webinar-to-attribute-or-not-attribute-is-that-the-question-191775) from *Stanford University*
- [**Stanford Seminar - Locking the Web Open--a Call for a New, Decentralized Web**](https://www.classcentral.com/course/youtube-stanford-seminar-locking-the-web-open-a-call-for-a-new-decentralized-web-191800) from *Stanford University*
- [**Stanford Seminar - Online Political Ad Transparency**](https://www.classcentral.com/course/youtube-stanford-seminar-online-political-ad-transparency-191758) from *Stanford University*
- [**Stanford Seminar - Computer Security: The Mess We're In, How We Got Here, and What to Do About It**](https://www.classcentral.com/course/youtube-stanford-seminar-computer-security-the-mess-we-re-in-how-we-got-here-and-what-to-do-about-it-191793) from *Stanford University*
- [**Stanford Seminar - Thunderclap & CHERI (Capability Hardware-Enhanced RISC Instructions)**](https://www.classcentral.com/course/youtube-stanford-seminar-thunderclap-cheri-capability-hardware-enhanced-risc-instructions-191808) from *Stanford University*
- [**Bulletproofs: Short Proofs for Confidential Transactions and More**](https://www.classcentral.com/course/youtube-bulletproofs-short-proofs-for-confidential-transactions-and-more-191910) from *Stanford University*
- [**Stanford Seminar - Lessons from Mirai and the Current State of IoT Security**](https://www.classcentral.com/course/youtube-stanford-seminar-lessons-from-mirai-and-the-current-state-of-iot-security-191911) from *Stanford University*
- [**Stanford Seminar - Exploiting modern microarchitectures: Meltdown, Spectre, & other hardware attacks**](https://www.classcentral.com/course/youtube-stanford-seminar-exploiting-modern-microarchitectures-meltdown-spectre-other-hardware-attacks-191942) from *Stanford University*
- [**Stanford Seminar - RowHammer, RowPress and Beyond: Can We Be Free of Bitflips (Soon)?**](https://www.classcentral.com/course/youtube-stanford-seminar-rowhammer-rowpress-and-beyond-can-we-be-free-of-bitflips-soon-264502) from *Stanford University*
- [**Stanford Seminar - How Can Privacy Exist in a Data-Driven World?**](https://www.classcentral.com/course/youtube-stanford-seminar-how-can-privacy-exist-in-a-data-driven-world-296038) from *Stanford University*
- [**๋์งํธ ๋ฏผ์ฃผ์ฃผ์์ ๋ช
์**](https://www.classcentral.com/course/digital-democracy-ko-149016) from *University of Michigan*
- [**Proving confidentiality and its preservation for mixed-sensitivity concurrent programs**](https://www.classcentral.com/course/youtube-proving-confidentiality-and-its-preservation-for-mixed-sensitivity-concurrent-programs-178974) from *University of Melbourne*
- [**Industry Insights: Cyber Security**](https://www.classcentral.com/course/youtube-industry-insights-cyber-security-179042) from *University of Melbourne*
- [**A conversation with a recent Tandon Cyber Fellow grad, Michael Leking (Tandon '21)**](https://www.classcentral.com/course/youtube-a-conversation-with-a-recent-tandon-cyber-fellow-grad-michael-leking-tandon-21-132413) from *New York University (NYU)*
- [**Anatomy of an Attack: What Really Happens and How To Protect Your Enterprise**](https://www.classcentral.com/course/youtube-anatomy-of-an-attack-what-really-happens-and-how-to-protect-your-enterprise-132414) from *New York University (NYU)*
- [**Trading Privacy for Convenience in the Age of Technology: Part 2**](https://www.classcentral.com/course/youtube-trading-privacy-for-convenience-in-the-age-of-technology-part-2-132419) from *New York University (NYU)*
- [**CSAW'21 Keynote \| Cybersecurity: Keeping the Lights On, Dr. Martin Otto, Siemens Technology**](https://www.classcentral.com/course/youtube-csaw-21-keynote-cybersecurity-keeping-the-lights-on-dr-martin-otto-siemens-technology-132423) from *New York University (NYU)*
- [**IC Layout Security**](https://www.classcentral.com/course/youtube-ic-layout-security-132428) from *New York University (NYU)*
- [**Conversations at the Forefront of Cybersecurity with NYU CCS featuring Nasir Memon**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cybersecurity-with-nyu-ccs-featuring-nasir-memon-132454) from *New York University (NYU)*
- [**Conversations at the Forefront of Cyber Security with NYU CCS featuring Joel Caminer**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cyber-security-with-nyu-ccs-featuring-joel-caminer-132455) from *New York University (NYU)*
- [**Conversations at the Forefront of Cybersecurity with NYU CCS featuring Randy Milch**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cybersecurity-with-nyu-ccs-featuring-randy-milch-132456) from *New York University (NYU)*
- [**Conversations at the Forefront of Cyber Security with NYU CCS featuring Dr. Justin Cappos**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cyber-security-with-nyu-ccs-featuring-dr-justin-cappos-132457) from *New York University (NYU)*
- [**Conversations at the Forefront of Cyber Security with NYU CCS featuring Dr. Damon McCoy**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cyber-security-with-nyu-ccs-featuring-dr-damon-mccoy-132458) from *New York University (NYU)*
- [**Dispelling the Top 10 Myths in Cybersecurity**](https://www.classcentral.com/course/youtube-dispelling-the-top-10-myths-in-cybersecurity-132473) from *New York University (NYU)*
- [**9th Cyber Security Lecture Sponsored by AIG**](https://www.classcentral.com/course/youtube-9th-cyber-security-lecture-sponsored-by-aig-132475) from *New York University (NYU)*
- [**8\. Ryan Stortz & Kareem El-Faramawi - Firing Rounds at the Analysis Shooting Gallery**](https://www.classcentral.com/course/youtube-8-ryan-stortz-kareem-el-faramawi-firing-rounds-at-the-analysis-shooting-gallery-132478) from *New York University (NYU)*
- [**2\. Andrew Dutcher - angr**](https://www.classcentral.com/course/youtube-2-andrew-dutcher-angr-132481) from *New York University (NYU)*
***
[Manoel](https://www.freecodecamp.org/news/author/manocormen/)
Read [more posts](https://www.freecodecamp.org/news/author/manocormen/).
***
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| Readable Markdown | In this article, weโve compiled 1200+ online courses offered by the 60 best universities in the world for studying computer science in 2024.
We first built the list in 2020 using a data-driven approach that we have used each year, including 2024. You can find the methodology below.
## **Methodology**
First, we identified the [**leading world university rankings**](https://en.wikipedia.org/wiki/College_and_university_rankings#Global_rankings). Since we were interested in computer science specifically, he looked at their latest computer science rankings.
For the 2024 update, Suparn, my colleague used the same sources and methodology to find the top 60 universities offering online computer science courses.
Here are the rankings used:
- **QS:** [**World University Ranking 2024 โ Computer Science & IT**](https://www.topuniversities.com/university-subject-rankings/computer-science-information-systems)
- **Times Higher Education:** [**World University Ranking 2024 โ Computer Science**](https://www.timeshighereducation.com/world-university-rankings/2024/subject-ranking/computer-science)
- **Shanghai Ranking:** [**Academic Ranking of World Universities 2023 โ Computer Science & Engineering**](https://www.shanghairanking.com/rankings/gras/2023/RS0210)
Then, we crawled and scraped each ranking.
Now that we had some data, we used [**Jupyter**](https://jupyter.org/) with Python to process it. We combined the three rankings into one by averaging the position of each university in each ranking. Then, we filtered out the universities that didnโt offer online courses, and limited the list to the top 60 institutions โ the cream of the crop.
*Combined ranking: top 10 universities for studying computer science in 2024*
As you can see above, we found that the top three institutions are **\#1** [**MIT**](https://www.classcentral.com/university/mit), **\#2** [**Stanford**](https://www.classcentral.com/university/stanford), and **\#3** [**Carnegie Mellon**](https://www.classcentral.com/university/cmu).
Finally, we used the [**Class Central database**](https://www.classcentral.com/subjects), with its 250K online courses, to find all the computer science courses offered by the universities in the ranking.
The end result is a list of 1200+ online courses offered by the 60 best universities in the world for studying computer science in 2024.
## **Stats**
- Enrollments range from 10 to over 13 million, with 20 courses exceeding 1 million enrollments
- Altogether, they have over 110M enrollments, with an average of 155K enrollments
- 1180 courses are in English, 39 Chinese, 15 Spanish, 13 Arabic, 12 French, 12 Korean, 7 Russian, 3 Portuguese, 3 German, 1 Dutch, and 1 Japanese
- Together, they account for more than 78K reviews at Class Central, with an average of 216 reviews
- Average rating: 4.07 out of 5.0
- All these courses are free or [**can be audited for free**](https://www.classcentral.com/report/coursera-signup-for-free/)
- 240 courses are beginner level, 281 are intermediate level, and 70 are advanced level.
## **More Courses**
The full list is split into subjects. Click on a subject below to go to the relevant section. With over 1200 courses to pick from, I hope you find something you like. But if these arenโt enough, check out [**Class Centralโs catalog**](https://www.classcentral.com/) of 250K online courses or our thematic collections:
- [**900+ Free Developer and IT Certifications**](https://www.classcentral.com/report/free-developer-it-certifications/)
- [**Harvard Computer Science Courses with Free Certificate**](https://www.classcentral.com/report/harvard-cs50-guide/)
- [**40+ Free Certificates from Wolfram U**](https://www.classcentral.com/report/wolfram-u-free-certificates/)
- [**10,000+ Free Courses from Tech Giants: Learn from Google, Microsoft, Amazon, and More**](https://www.classcentral.com/report/big-tech-free-courses/)
- [**8000+ OpenCourseWare Courses from Top Institutions**](https://www.classcentral.com/report/ocw-courses/).
## **Programming (267)**
- [**Programming for Everybody (Getting Started with Python)**](https://www.classcentral.com/course/python-4319) from *University of Michigan* โ
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- [**Computing in Python IV: Objects & Algorithms**](https://www.classcentral.com/course/python-the-georgia-institute-of-technology-comput-11472) from *Georgia Institute of Technology* โ
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- [**Computing in Python II: Control Structures**](https://www.classcentral.com/course/python-the-georgia-institute-of-technology-comput-11470) from *Georgia Institute of Technology* โ
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- [**Computing in Python III: Data Structures**](https://www.classcentral.com/course/python-the-georgia-institute-of-technology-comput-11471) from *Georgia Institute of Technology* โ
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- [**Introduction to Programming for the Visual Arts with p5.js**](https://www.classcentral.com/course/kadenze-introduction-to-programming-for-the-visual-arts-with-p5-js-3770) from *University of California, Los Angeles* โ
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- [**Advanced Styling with Responsive Design**](https://www.classcentral.com/course/responsivedesign-4190) from *University of Michigan* โ
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- [**MATLAB and Octave for Beginners**](https://www.classcentral.com/course/matlab-ecole-polytechnique-federale-de-lausanne-m-7376) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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- [**Introduction To Swift Programming**](https://www.classcentral.com/course/swiftprogramming-4248) from *University of Toronto* โ
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- [**Parallel programming**](https://www.classcentral.com/course/parprog1-5960) from *รcole Polytechnique Fรฉdรฉrale de Lausanne* โ
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- [**Creating Video Games**](https://www.classcentral.com/course/mit-ocw-cms-611j-creating-video-games-fall-2014-40923) from *Massachusetts Institute of Technology* โ
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- [**Capstone: Retrieving, Processing, and Visualizing Data with Python**](https://www.classcentral.com/course/python-data-visualization-8445) from *University of Michigan* โ
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- [**Machine Learning With Big Data**](https://www.classcentral.com/course/machinelearningwithbigdata-4238) from *University of California, San Diego* โ
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- [**Machine Learning: Classification**](https://www.classcentral.com/course/ml-classification-4219) from *University of Washington* โ
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- [**Cloud Computing Applications, Part 1: Cloud Systems and Infrastructure**](https://www.classcentral.com/course/cloud-applications-part1-2738) from *University of Illinois at Urbana-Champaign* โ
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- [**Reinforcement Learning**](https://www.classcentral.com/course/udacity-reinforcement-learning-1849) from *Brown University* โ
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- [**Machine Learning Fundamentals**](https://www.classcentral.com/course/machine-learning-the-university-of-california-san-8216) from *University of California, San Diego* โ
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- [**Machine Learning**](https://www.classcentral.com/course/udacity-machine-learning-1020) from *Georgia Institute of Technology* โ
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- [**Introduction to Computer Vision**](https://www.classcentral.com/course/udacity-introduction-to-computer-vision-1022) from *Georgia Institute of Technology* โ
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(7)
- [**Cryptography**](https://www.classcentral.com/course/cryptography-1730) from *University of Maryland, College Park* โ
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(7)
- [**Interactive Computer Graphics**](https://www.classcentral.com/course/interactivegraphics-2067) from *University of Tokyo* โ
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(7)
- [**Advanced Operating Systems**](https://www.classcentral.com/course/udacity-advanced-operating-systems-1016) from *Georgia Institute of Technology* โ
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(6)
- [**Introduction to Computer Architecture**](https://www.classcentral.com/course/independent-introduction-to-computer-architecture-642) from *Carnegie Mellon University* โ
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(6)
- [**Cloud Computing Concepts: Part 2**](https://www.classcentral.com/course/cloudcomputing2-2942) from *University of Illinois at Urbana-Champaign* โ
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- [**Computer Graphics**](https://www.classcentral.com/course/edx-computer-graphics-548) from *University of California, San Diego* โ
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- [**Analysis of Algorithms**](https://www.classcentral.com/course/aofa-921) from *Princeton University* โ
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- [**Data Structures and Performance**](https://www.classcentral.com/course/data-structures-optimizing-performance-4203) from *University of California, San Diego* โ
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- [**Computer Networking**](https://www.classcentral.com/course/udacity-computer-networking-2336) from *Georgia Institute of Technology* โ
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- [**Machine Learning: Clustering & Retrieval**](https://www.classcentral.com/course/ml-clustering-and-retrieval-4313) from *University of Washington* โ
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(5)
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- [**Cloud Networking**](https://www.classcentral.com/course/cloudnetworking-2732) from *University of Illinois at Urbana-Champaign* โ
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(5)
- [**Internet of Things: Setting Up Your DragonBoardโข Development Platform**](https://www.classcentral.com/course/internet-of-things-dragonboard-4260) from *University of California, San Diego* โ
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(5)
- [**Convolutional Neural Networks for Visual Recognition (Spring 2017)**](https://www.classcentral.com/course/youtube-lecture-collection-convolutional-neural-networks-for-visual-recognition-spring-2017-53111) from *Stanford University* โ
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- [**AI for Clinical Trials and Precision Medicine \| Ruishan Liu**](https://www.classcentral.com/course/youtube-ai-for-clinical-trials-and-precision-medicine-ruishan-liu-132489) from *Stanford University* โ
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(5)
- [**Electrical and Computer Engineering - ECE 252**](https://www.classcentral.com/course/youtube-ece-252-53359) from *University of Waterloo* โ
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(4)
- [**Human-Computer Interaction II: Cognition, Context & Culture**](https://www.classcentral.com/course/human-computer-interaction-the-georgia-institute--14445) from *Georgia Institute of Technology* โ
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(4)
- [**Programming Languages, Part B**](https://www.classcentral.com/course/programming-languages-part-b-6920) from *University of Washington* โ
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- [**The Unix Workbench**](https://www.classcentral.com/course/unix-8866) from *Johns Hopkins University* โ
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- [**Data Structures & Algorithms IV: Pattern Matching, Dijkstraโs, MST, and Dynamic Programming Algorithms**](https://www.classcentral.com/course/data-structures-the-georgia-institute-of-technolo-23282) from *Georgia Institute of Technology* โ
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(4)
- [**6\.S191: Introduction to Deep Learning**](https://www.classcentral.com/course/independent-6-s191-introduction-to-deep-learning-8083) from *Massachusetts Institute of Technology* โ
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- [**Algorithms on Strings**](https://www.classcentral.com/course/algorithms-on-strings-5470) from *University of California, San Diego* โ
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- [**MIT 6.824 Distributed Systems (Spring 2020)**](https://www.classcentral.com/course/youtube-mit-6-824-distributed-systems-spring-2020-53357) from *Massachusetts Institute of Technology* โ
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(4)
- [**Distributed Systems**](https://www.classcentral.com/course/youtube-distributed-systems-lecture-series-53062) from *University of Cambridge* โ
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(4)
- [**Language, Proof and Logic**](https://www.classcentral.com/course/logic-stanford-university-language-proof-and-logi-2340) from *Stanford University* โ
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- [**Software Architecture & Design**](https://www.classcentral.com/course/udacity-software-architecture-design-3418) from *Georgia Institute of Technology* โ
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- [**Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization**](https://www.classcentral.com/course/deep-neural-network-9054) from [***DeepLearning.AI***](http://deeplearning.ai/) โ
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(3)
- [**Machine Learning: Unsupervised Learning**](https://www.classcentral.com/course/udacity-machine-learning-unsupervised-learning-1848) from *Brown University* โ
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- [**Robotics: Perception**](https://www.classcentral.com/course/robotics-perception-5033) from *University of Pennsylvania* โ
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- [**Object-Oriented Data Structures in C++**](https://www.classcentral.com/course/cs-fundamentals-1-14489) from *University of Illinois at Urbana-Champaign* โ
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- [**Algorithms on Graphs**](https://www.classcentral.com/course/algorithms-on-graphs-5479) from *University of California, San Diego* โ
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- [**Advanced Algorithms (COMPSCI 224)**](https://www.classcentral.com/course/youtube-advanced-algorithms-compsci-224-48051) from *Harvard University* โ
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- [**Stanford Webinar - Using Electronic Health Records for Better Care**](https://www.classcentral.com/course/youtube-stanford-webinar-using-electronic-health-records-for-better-care-110035) from *Stanford University* โ
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- [**Stanford Seminar - Practical Blockchain Applications - Steven Pu**](https://www.classcentral.com/course/youtube-stanford-seminar-practical-blockchain-applications-steven-pu-108719) from *Stanford University* โ
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(3)
- [**Stanford Seminar - Security and the Software Defined Network**](https://www.classcentral.com/course/youtube-stanford-seminar-security-and-the-software-defined-network-110036) from *Stanford University* โ
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- [**Introduction to Operating Systems**](https://www.classcentral.com/course/udacity-introduction-to-operating-systems-3419) from *Georgia Institute of Technology* โ
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(2)
- [**HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)**](https://www.classcentral.com/course/hi-five-admin-it-8099) from *Columbia University* โ
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(2)
- [**Programming Languages, Part C**](https://www.classcentral.com/course/programming-languages-part-c-7187) from *University of Washington* โ
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- [**Human-Computer Interaction IV: Evaluation, Agile Methods & Beyond**](https://www.classcentral.com/course/human-computer-interaction-the-georgia-institute--14447) from *Georgia Institute of Technology* โ
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(2)
- [**Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud**](https://www.classcentral.com/course/cloud-applications-2-6309) from *University of Illinois at Urbana-Champaign* โ
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- [**Advanced Data Structures in Java**](https://www.classcentral.com/course/advanced-data-structures-4346) from *University of California, San Diego* โ
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- [**Software Engineering: Introduction**](https://www.classcentral.com/course/software-engineering-university-of-british-columb-8205) from *The University of British Columbia* โ
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- [**Knowledge-Based AI: Cognitive Systems**](https://www.classcentral.com/course/udacity-knowledge-based-ai-cognitive-systems-1025) from *Georgia Institute of Technology* โ
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- [**Creative Audio Programming on the Raspberry Pi**](https://www.classcentral.com/course/kadenze-creative-audio-programming-on-the-raspberry-pi-6410) from *University of New South Wales* โ
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(2)
- [**6\.S094: Deep Learning for Self-Driving Cars**](https://www.classcentral.com/course/independent-6-s094-deep-learning-for-self-driving-cars-8132) from *Massachusetts Institute of Technology* โ
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- [**Fundamentals of Machine Learning in Finance**](https://www.classcentral.com/course/fundamentals-machine-learning-in-finance-11226) from *New York University (NYU)* โ
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- [**Reinforcement Learning in Finance**](https://www.classcentral.com/course/reinforcement-learning-in-finance-11239) from *New York University (NYU)* โ
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- [**The Critical Role of IT Support Staff in Healthcare**](https://www.classcentral.com/course/healthcare-it-support-staff-22562) from *Johns Hopkins University* โ
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- [**Introduction to Algorithms (SMA 5503)**](https://www.classcentral.com/course/mit-ocw-6-046j-introduction-to-algorithms-sma-5503-fall-2005-40942) from *Massachusetts Institute of Technology* โ
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- [**Stanford CS547 - Human-Computer Interaction Seminar Series**](https://www.classcentral.com/course/youtube-stanford-cs547-human-computer-interaction-seminar-series-107766) from *Stanford University* โ
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- [**Stanford Seminar - How to Compute with Schrรถdinger's Cat: An Introduction to Quantum Computing**](https://www.classcentral.com/course/youtube-stanford-seminar-how-to-compute-with-schroedinger-s-cat-an-introduction-to-quantum-computing-110031) from *Stanford University* โ
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- [**Deep Learning Lecture Series**](https://www.classcentral.com/course/youtube-deepmind-x-ucl-deep-learning-lecture-series-2020-45714) from *University College London* โ
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- [**Unsupervised Biomedical Image Segmentation using Hyperbolic Representations \| Jeffrey Gu**](https://www.classcentral.com/course/youtube-unsupervised-biomedical-image-segmentation-using-hyperbolic-representations-jeffrey-gu-132501) from *Stanford University* โ
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- [**Computability, Complexity & Algorithms**](https://www.classcentral.com/course/udacity-computability-complexity-algorithms-1024) from *Georgia Institute of Technology* โ
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(1)
- [**Computer Science: Programming with a Purpose**](https://www.classcentral.com/course/cs-programming-java-13151) from *Princeton University* โ
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(1)
- [**High Performance Computer Architecture**](https://www.classcentral.com/course/udacity-high-performance-computer-architecture-1018) from *Georgia Institute of Technology* โ
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(1)
- [**IoT Devices**](https://www.classcentral.com/course/iot-devices-il-37699) from *University of Illinois at Urbana-Champaign* โ
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(1)
- [**Deep Learning for Natural Language Processing**](https://www.classcentral.com/course/independent-deep-learning-for-natural-language-processing-8097) from *University of Oxford* โ
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(1)
- [**Natural Language Processing: Foundations**](https://www.classcentral.com/course/natural-language-processing-the-national-universi-120517) from *National University of Singapore* โ
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(1)
- [**Health Informatics: A Current and Historical Perspective**](https://www.classcentral.com/course/health-informatics-the-georgia-institute-of-techn-13541) from *Georgia Institute of Technology* โ
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(1)
- [**Introduction to Self-Driving Cars**](https://www.classcentral.com/course/intro-self-driving-cars-13140) from *University of Toronto* โ
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โ
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โ
(1)
- [**HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Clinical Perspective)**](https://www.classcentral.com/course/hi-five-clinical-7456) from *Columbia University* โ
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โ
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- [**Compilers**](https://www.classcentral.com/course/computer-science-stanford-university-compilers-2716) from *Stanford University* โ
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(1)
- [**Human-Computer Interaction III: Ethics, Needfinding & Prototyping**](https://www.classcentral.com/course/human-computer-interaction-the-georgia-institute--14446) from *Georgia Institute of Technology* โ
โ
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(1)
- [**Python Project: Software Engineering and Image Manipulation**](https://www.classcentral.com/course/python-project-12554) from *University of Michigan* โ
โ
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- [**Graph Search, Shortest Paths, and Data Structures**](https://www.classcentral.com/course/algorithms-graphs-data-structures-7354) from *Stanford University* โ
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- [**Advanced Algorithms and Complexity**](https://www.classcentral.com/course/advanced-algorithms-and-complexity-5474) from *University of California, San Diego* โ
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- [**Foundations of Healthcare Systems Engineering**](https://www.classcentral.com/course/foundations-of-healthcare-systems-engineering-21475) from *Johns Hopkins University* โ
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(1)
- [**Blockchains, Tokens, and The Decentralized Future**](https://www.classcentral.com/course/blockchains-tokens-decentralized-future-283053) from *University of Illinois at Urbana-Champaign* โ
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(1)
- [**The Quantum Internet and Quantum Computers: How Will They Change the World?**](https://www.classcentral.com/course/quantum-computing-delft-university-of-technology--9760) from *Delft University of Technology* โ
โ
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- [**Health Information Technology Fundamentals**](https://www.classcentral.com/course/health-it-fundamentals-22563) from *Johns Hopkins University* โ
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- [**Software Construction: Object-Oriented Design**](https://www.classcentral.com/course/object-oriented-programming-university-of-british-8201) from *The University of British Columbia* โ
โ
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- [**Computational Thinking for Modeling and Simulation**](https://www.classcentral.com/course/simulation-massachusetts-institute-of-technology--12764) from *Massachusetts Institute of Technology* โ
โ
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- [**Software Construction: Data Abstraction**](https://www.classcentral.com/course/java-university-of-british-columbia-software-cons-8200) from *The University of British Columbia* โ
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- [**Overview of Advanced Methods of Reinforcement Learning in Finance**](https://www.classcentral.com/course/advanced-methods-reinforcement-learning--11240) from *New York University (NYU)* โ
โโโโ(1)
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- [**Introduction to Algorithms**](https://www.classcentral.com/course/mit-ocw-6-006-introduction-to-algorithms-fall-2011-40936) from *Massachusetts Institute of Technology* โ
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- [**Artificial Intelligence for Breast Cancer Detection**](https://www.classcentral.com/course/artificial-intelligence-for-breast-cancer-detecti-46386) from *Johns Hopkins University* โ
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- [**The AI Awakening: Implications for the Economy and Society**](https://www.classcentral.com/course/ai-awakening-277306) from *Stanford University* โ
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- [**Introduction to Computational Thinking and Data Science**](https://www.classcentral.com/course/mit-ocw-6-0002-introduction-to-computational-thinking-and-data-science-fall-2016-40931) from *Massachusetts Institute of Technology* โ
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- [**Introduction to Computer Science and Programming (Fall 2008)**](https://www.classcentral.com/course/mit-opencourseware-introduction-to-computer-science-and-programming-fall-2008-40929) from *Massachusetts Institute of Technology* โ
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- [**Deep Learning for Computer Vision**](https://www.classcentral.com/course/youtube-deep-learning-for-computer-vision-46762) from *University of Michigan* โ
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- [**Design and Analysis of Algorithms**](https://www.classcentral.com/course/mit-ocw-6-046j-design-and-analysis-of-algorithms-spring-2015-70694) from *Massachusetts Institute of Technology* โ
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- [**Beyond Cryptocurrency: Blockchain for the Real World**](https://www.classcentral.com/course/youtube-beyond-cryptocurrency-blockchain-for-the-real-world-110002) from *Stanford University* โ
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- [**Stanford Seminar - How Not to Generate Random Numbers**](https://www.classcentral.com/course/youtube-stanford-seminar-how-not-to-generate-random-numbers-110037) from *Stanford University* โ
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- [**Stanford Seminar - Building the Smartest and Open Virtual Assistant to Protect Privacy - Monica Lam**](https://www.classcentral.com/course/youtube-stanford-seminar-building-the-smartest-and-open-virtual-assistant-to-protect-privacy-monica-lam-108721) from *Stanford University* โ
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- [**Stanford Webinar - How ChatGPT and Generative AI Will Shape the Future of Work**](https://www.classcentral.com/course/youtube-stanford-webinar-how-chatgpt-and-generative-ai-will-shape-the-future-of-work-191522) from *Stanford University* โ
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- [**EI Seminar - Grey Yang - Tuning GPT-3 on a Single GPU via Zero-Shot Hyperparameter Transfer**](https://www.classcentral.com/course/youtube-ei-seminar-grey-yang-tuning-gpt-3-on-a-single-gpu-via-zero-shot-hyperparameter-transfer-127043) from *Massachusetts Institute of Technology* โ
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- [**Stanford Webinar: IOT - From Smart Sensors to Smart Networks**](https://www.classcentral.com/course/youtube-stanford-webinar-iot-from-smart-sensors-to-smart-networks-110007) from *Stanford University* โ
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- [**Stanford Seminar - Rethinking the AI-UX Boundary for Designing Human-AI Experiences**](https://www.classcentral.com/course/youtube-stanford-seminar-rethinking-the-ai-ux-boundary-for-designing-human-ai-experiences-108697) from *Stanford University* โ
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- [**Generalization and Personalization in Federated Learning \| Karan Singhal**](https://www.classcentral.com/course/youtube-generalization-and-personalization-in-federated-learning-karan-singhal-132497) from *Stanford University* โ
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- [**MedAI: Graph-based modeling in computational pathology \| Siyi Tang**](https://www.classcentral.com/course/youtube-medai-graph-based-modeling-in-computational-pathology-siyi-tang-132509) from *Stanford University* โ
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- [**EI Seminar - Martin Riedmiller - Learning Controllers - From Engineering to AGI**](https://www.classcentral.com/course/youtube-ei-seminar-martin-riedmiller-learning-controllers-from-engineering-to-agi-127044) from *Massachusetts Institute of Technology* โ
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- [**Stanford Seminar - Toward Scalable Autonomy - Aleksandra Faust**](https://www.classcentral.com/course/youtube-stanford-seminar-toward-scalable-autonomy-aleksandra-faust-108695) from *Stanford University* โ
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- [**Regulatory evaluation of image processing software devices**](https://www.classcentral.com/course/youtube-regulatory-evaluation-of-image-processing-software-devices-182529) from *Yale University* โ
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- [**Stanford Seminar: Self-Driving Cars for Everyone**](https://www.classcentral.com/course/youtube-stanford-seminar-self-driving-cars-for-everyone-191985) from *Stanford University* โ
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- [**MIT EI Seminar - Russ Tedrake - Feedback control from pixels**](https://www.classcentral.com/course/youtube-mit-ei-seminar-russ-tedrake-feedback-control-from-pixels-127056) from *Massachusetts Institute of Technology* โ
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- [**MIT 6.S191 (2021): Deep Generative Modeling**](https://www.classcentral.com/course/youtube-mit-6-s191-2021-deep-generative-modeling-128090) from *Alexander Amini* โ
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- [**Wireless Above 100GHz**](https://www.classcentral.com/course/youtube-wireless-above-100ghz-132468) from *New York University (NYU)* โ
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- [**Stanford Seminar: Google's Multilingual Neural Machine Translation System**](https://www.classcentral.com/course/youtube-stanford-seminar-google-s-multilingual-neural-machine-translation-system-192015) from *Stanford University* โ
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- [**ChatGPT Teach-Out**](https://www.classcentral.com/course/chatgpt-teach-out-146459) from *University of Michigan*
- [**Computational Thinking for Problem Solving**](https://www.classcentral.com/course/computational-thinking-problem-solving-12278) from *University of Pennsylvania*
- [**Algorithms: Design and Analysis, Part 1**](https://www.classcentral.com/course/algorithms-stanford-university-algorithms-design--8984) from *Stanford University*
- [**Generative AI Teach-Out**](https://www.classcentral.com/course/generative-ai-teach-out-205348) from *University of Michigan*
- [**Computer Science: Algorithms, Theory, and Machines**](https://www.classcentral.com/course/computerscience2-10671) from *Princeton University*
- [**Cyber-Physical Systems Design & Analysis**](https://www.classcentral.com/course/udacity-cyber-physical-systems-design-analysis-10473) from *Georgia Institute of Technology*
- [**Decision Making and Reinforcement Learning**](https://www.classcentral.com/course/dmrol-129791) from *Columbia University*
- [**HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Social/Peer Perspective)**](https://www.classcentral.com/course/hi-five-social-peer-8303) from *Columbia University*
- [**Introduction to Quantum Computing**](https://www.classcentral.com/course/quantum-computing-university-of-british-columbia--120532) from *The University of British Columbia*
- [**Artificial Intelligence**](https://www.classcentral.com/course/udacity-artificial-intelligence-8565) from *Georgia Institute of Technology*
- [**Hacker Tools**](https://www.classcentral.com/course/independent-hacker-tools-13160) from *Massachusetts Institute of Technology*
- [**Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming**](https://www.classcentral.com/course/algorithms-greedy-7350) from *Stanford University*
- [**Internet of Things: Multimedia Technologies**](https://www.classcentral.com/course/internet-of-things-multimedia-4237) from *University of California, San Diego*
- [**Programming & Data Structures**](https://www.classcentral.com/course/computer-science-columbia-university-programming--295555) from *Columbia University*
- [**Human-Computer Interaction**](https://www.classcentral.com/course/udacity-human-computer-interaction-8567) from *Georgia Institute of Technology*
- [**Software Defined Networking**](https://www.classcentral.com/course/sdn-97397) from *The University of Chicago*
- [**Number Theory and Cryptography**](https://www.classcentral.com/course/number-theory-cryptography-9210) from *University of California, San Diego*
- [**AI skills: Introduction to Unsupervised, Deep and Reinforcement Learning**](https://www.classcentral.com/course/artificial-intelligence-delft-university-of-techn-146908) from *Delft University of Technology*
- [**Internet of Things: Sensing and Actuation From Devices**](https://www.classcentral.com/course/internet-of-things-sensing-actuation-4182) from *University of California, San Diego*
- [**Machine Learning for Semiconductor Quantum Devices**](https://www.classcentral.com/course/machine-learning-delft-university-of-technology-m-204582) from *Delft University of Technology*
- [**Getting started with TensorFlow 2**](https://www.classcentral.com/course/getting-started-with-tensor-flow2-19150) from *Imperial College London*
- [**High Performance Computing**](https://www.classcentral.com/course/udacity-high-performance-computing-1028) from *Georgia Institute of Technology*
- [**The Data Science of Health Informatics**](https://www.classcentral.com/course/the-data-science-of-health-informatics-12856) from *Johns Hopkins University*
- [**Fundamentals of Machine Learning for Healthcare**](https://www.classcentral.com/course/fundamental-machine-learning-healthcare-21163) from *Stanford University*
- [**IoT Networking**](https://www.classcentral.com/course/iot-networking-37700) from *University of Illinois at Urbana-Champaign*
- [**Machine Learning and AI with Python**](https://www.classcentral.com/course/machine-learning-harvard-university-machine-learn-270681) from *Harvard University*
- [**Introduction to Blockchain Technology and Applications**](https://www.classcentral.com/course/introduction-to-blockchain-dlt-54642) from *University College London*
- [**Algorithms: Design and Analysis, Part 2**](https://www.classcentral.com/course/algorithms-stanford-university-algorithms-design--19393) from *Stanford University*
- [**Development and Applications of Germanium Quantum Technologies**](https://www.classcentral.com/course/computer-science-delft-university-of-technology-d-204583) from *Delft University of Technology*
- [**Ethics in AI Design**](https://www.classcentral.com/course/ethics-delft-university-of-technology-ethics-in-a-190753) from *Delft University of Technology*
- [**Introduction to Clinical Data**](https://www.classcentral.com/course/introduction-clinical-data-21155) from *Stanford University*
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- [**Health Informatics: Data and Interoperability Standards**](https://www.classcentral.com/course/health-informatics-the-georgia-institute-of-techn-13542) from *Georgia Institute of Technology*
- [**Generative AI: Fundamentals, Applications, and Challenges**](https://www.classcentral.com/course/coursera-generative-ai-fundamentals-applications-and-challenges-295758) from *University of Michigan*
- [**Artificial Intelligence Essentials**](https://www.classcentral.com/course/coursera-artificial-intelligence-essentials-290673) from *University of Pennsylvania*
- [**AI skills for Engineers: Supervised Machine Learning**](https://www.classcentral.com/course/artificial-intelligence-delft-university-of-techn-146907) from *Delft University of Technology*
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- [**Machine Learning and Human Learning**](https://www.classcentral.com/course/coursera-machine-learning-and-human-learning-288754) from *University of Illinois at Urbana-Champaign*
- [**Camera and Imaging**](https://www.classcentral.com/course/cameraandimaging-54611) from *Columbia University*
- [**Deep Learning Methods for Healthcare**](https://www.classcentral.com/course/deep-learning-methods-healthcare-64158) from *University of Illinois at Urbana-Champaign*
- [**The Social and Technical Context of Health Informatics**](https://www.classcentral.com/course/the-socio-technical-health-informatics-c-12789) from *Johns Hopkins University*
- [**Introduction to Computational Science and Engineering**](https://www.classcentral.com/course/computer-programming-massachusetts-institute-of-t-192616) from *Massachusetts Institute of Technology*
- [**Machine Learning: Concepts and Applications**](https://www.classcentral.com/course/machine-learning-applications-80415) from *The University of Chicago*
- [**Generative AI: Impact on Business and Society**](https://www.classcentral.com/course/coursera-generative-ai-impact-on-business-and-society-295760) from *University of Michigan*
- [**Input and Interaction**](https://www.classcentral.com/course/interaction-techniques-4245) from *University of California, San Diego*
- [**IoT Communications**](https://www.classcentral.com/course/iot-communications-37702) from *University of Illinois at Urbana-Champaign*
- [**Assessment Design with AI**](https://www.classcentral.com/course/artificial-intelligence-the-georgia-institute-of--274063) from *Georgia Institute of Technology*
- [**Introduction to Machine Learning in Sports Analytics**](https://www.classcentral.com/course/machine-learning-sports-analytics-53129) from *University of Michigan*
- [**AI Strategy and Governance**](https://www.classcentral.com/course/wharton-ai-strategy-governance-56561) from *University of Pennsylvania*
- [**AI for Teacher Assistance**](https://www.classcentral.com/course/artificial-intelligence-the-georgia-institute-of--274065) from *Georgia Institute of Technology*
- [**Search Engines for Web and Enterprise Data**](https://www.classcentral.com/course/search-engine-126402) from *The Hong Kong University of Science and Technology*
- [**Introduction to Scientific Machine Learning**](https://www.classcentral.com/course/machine-learning-purdue-university-introduction-t-47957) from *Purdue University*
- [**Generative AI: Labor and the Future of Work**](https://www.classcentral.com/course/coursera-generative-ai-labor-and-the-future-of-work-295761) from *University of Michigan*
- [**Complex Problem Structuring: a Socio-Technical Perspective**](https://www.classcentral.com/course/problem-solving-delft-university-of-technology-co-284459) from *Delft University of Technology*
- [**Advanced Deep Learning Methods for Healthcare**](https://www.classcentral.com/course/advanced-deep-learning-methods-healthcare-64159) from *University of Illinois at Urbana-Champaign*
- [**Shortest Paths Revisited, NP-Complete Problems and What To Do About Them**](https://www.classcentral.com/course/algorithms-npcomplete-7351) from *Stanford University*
- [**Introduction to Deep Learning**](https://www.classcentral.com/course/engineering-purdue-university-introduction-to-dee-33404) from *Purdue University*
- [**Statistical Machine Learning**](https://www.classcentral.com/course/independent-statistical-machine-learning-8509) from *Carnegie Mellon University*
- [**Creative Coding for Designers Using Python**](https://www.classcentral.com/course/coursera-creative-coding-for-designers-using-python-290677) from *University of Michigan*
- [**Network Function Virtualization**](https://www.classcentral.com/course/network-virtual-21379) from *Georgia Institute of Technology*
- [**Blockchain Scalability and its Foundations in Distributed Systems**](https://www.classcentral.com/course/blockchain-scalability-21843) from *The University of Sydney*
- [**AI Applications in Marketing and Finance**](https://www.classcentral.com/course/wharton-ai-applications-marketing-finance-56580) from *University of Pennsylvania*
- [**Moving to the Cloud**](https://www.classcentral.com/course/movingtothecloud-6607) from *University of Melbourne*
- [**Image Processing and Analysis for Life Scientists**](https://www.classcentral.com/course/image-analysis-ecole-polytechnique-federale-de-la-12066) from *รcole Polytechnique Fรฉdรฉrale de Lausanne*
- [**Compilers: Theory and Practice**](https://www.classcentral.com/course/udacity-compilers-theory-and-practice-8572) from *Georgia Institute of Technology*
- [**Chatbots for Instruction**](https://www.classcentral.com/course/chatbots-the-georgia-institute-of-technology-chat-274064) from *Georgia Institute of Technology*
- [**Probabilistic Graphical Models 3: Learning**](https://www.classcentral.com/course/probabilistic-graphical-models-3-learnin-7293) from *Stanford University*
- [**Accessible Gamification**](https://www.classcentral.com/course/gamification-the-georgia-institute-of-technology--9485) from *Georgia Institute of Technology*
- [**Applied Quantum Computing I: Fundamentals**](https://www.classcentral.com/course/engineering-purdue-university-quantum-computing-i-21183) from *Purdue University*
- [**Android Graphics with OpenGL ES**](https://www.classcentral.com/course/android-graphics-opengl-es-16942) from *Imperial College London*
- [**Machine Learning**](https://www.classcentral.com/course/machine-learning-the-georgia-institute-of-technol-9695) from *Georgia Institute of Technology*
- [**AI Materials**](https://www.classcentral.com/course/ai-materials-187631) from *Korea Advanced Institute of Science and Technology*
- [**Industrial Internet of Things (IIoT)**](https://www.classcentral.com/course/industrial-internet-of-things-55788) from *University of Michigan*
- [**Building Autonomous AI**](https://www.classcentral.com/course/building-autonomous-ai-117536) from *University of Washington*
- [**Unsupervised Learning, Recommenders, Reinforcement Learning**](https://www.classcentral.com/course/unsupervised-learning-recommenders-reinforcement--93343) from [***DeepLearning.AI***](http://deeplearning.ai/)
- [**Health Informatics: The Cutting Edge**](https://www.classcentral.com/course/health-informatics-the-georgia-institute-of-techn-13543) from *Georgia Institute of Technology*
- [**Machine Learning for Accounting with Python**](https://www.classcentral.com/course/machine-learning-accounting-python-18078) from *University of Illinois at Urbana-Champaign*
- [**Data Structures Fundamentals**](https://www.classcentral.com/course/data-structures-the-university-of-california-san--10246) from *University of California, San Diego*
- [**IoT Systems and Industrial Applications with Design Thinking**](https://www.classcentral.com/course/iot-internet-of-things-ecole-polytechnique-federa-47956) from *รcole Polytechnique Fรฉdรฉrale de Lausanne*
- [**Python Fundamentals for Designers**](https://www.classcentral.com/course/coursera-python-fundamentals-for-designers-290691) from *University of Michigan*
- [**Advanced Learning Algorithms**](https://www.classcentral.com/course/advanced-learning-algorithms-93344) from [***DeepLearning.AI***](http://deeplearning.ai/)
- [**Customising your models with TensorFlow 2**](https://www.classcentral.com/course/customising-models-tensorflow2-19342) from *Imperial College London*
- [**Machine Teaching for Autonomous AI**](https://www.classcentral.com/course/machine-teaching-ai-70701) from *University of Washington*
- [**Applications of Machine Learning in Plant Science**](https://www.classcentral.com/course/biology-life-sciences-cornell-university-applicat-296811) from *Cornell University*
- [**Machine Learning Use Cases in Finance**](https://www.classcentral.com/course/machine-learning-universite-de-montreal-machine-l-126091) from *Universitรฉ de Montrรฉal*
- [**AI Fundamentals for Non-Data Scientists**](https://www.classcentral.com/course/wharton-ai-fundamentals-non-data-scientists-56564) from *University of Pennsylvania*
- [**Introduction to Graduate Algorithms**](https://www.classcentral.com/course/udacity-introduction-to-graduate-algorithms-10625) from *Georgia Institute of Technology*
- [**Introduction to Quantum Computing for Everyone**](https://www.classcentral.com/course/quantum-computing-university-of-chicago-introduct-24327) from *The University of Chicago*
- [**Visual Perception for Self-Driving Cars**](https://www.classcentral.com/course/visual-perception-self-driving-cars-13136) from *University of Toronto*
- [**Computer Vision for Embedded Systems**](https://www.classcentral.com/course/embedded-systems-purdue-university-computer-visio-96635) from *Purdue University*
- [**Visual Perception**](https://www.classcentral.com/course/perception-54375) from *Columbia University*
- [**Computer Graphics**](https://www.classcentral.com/course/computer-graphics-the-university-of-california-sa-127752) from *University of California, San Diego*
- [**Deep Learning Essentials**](https://www.classcentral.com/course/deep-learning-universite-de-montreal-deep-learnin-18145) from *Universitรฉ de Montrรฉal*
- [**Computing for Cancer Informatics**](https://www.classcentral.com/course/computing-for-cancer-informatics-71218) from *Johns Hopkins University*
- [**The Outcomes and Interventions of Health Informatics**](https://www.classcentral.com/course/the-outcomes-and-interventions-of-health-12855) from *Johns Hopkins University*
- [**Internet of Things V2: Setting up and Using Cloud Services**](https://www.classcentral.com/course/internet-of-things-cloud-services-versio-10378) from *University of California, San Diego*
- [**Introduction to Quantum Computing for Everyone 2**](https://www.classcentral.com/course/quantum-computing-university-of-chicago-introduct-25375) from *The University of Chicago*
- [**Solving Algorithms for Discrete Optimization**](https://www.classcentral.com/course/solving-algorithms-discrete-optimization-11219) from *University of Melbourne*
- [**Communications and High-Speed Signals with Raspberry Pi**](https://www.classcentral.com/course/communications-and-high-speed-signals-with-raspbe-110657) from *Johns Hopkins University*
- [**3D Reconstruction - Multiple Viewpoints**](https://www.classcentral.com/course/3d-reconstruction---multiple-viewpoints-54376) from *Columbia University*
- [**Data Structures for Designers Using Python**](https://www.classcentral.com/course/coursera-data-structures-for-designers-using-python-290678) from *University of Michigan*
- [**Designing Hardware for Raspberry Pi Projects**](https://www.classcentral.com/course/designing-hardware-for-raspberry-pi-projects-110653) from *Johns Hopkins University*
- [**IoT Cloud**](https://www.classcentral.com/course/iot-cloud-37701) from *University of Illinois at Urbana-Champaign*
- [**Machine Learning Essentials**](https://www.classcentral.com/course/coursera-machine-learning-essentials-290687) from *University of Pennsylvania*
- [**Fundamentals of Quantum Information**](https://www.classcentral.com/course/quantum-computing-delft-university-of-technology--34203) from *Delft University of Technology*
- [**Beginning Custom Projects with Raspberry Pi**](https://www.classcentral.com/course/beginning-custom-projects-with-raspberry-pi-110654) from *Johns Hopkins University*
- [**Motion Planning for Self-Driving Cars**](https://www.classcentral.com/course/motion-planning-self-driving-cars-13134) from *University of Toronto*
- [**Fundamentals of TinyML**](https://www.classcentral.com/course/machine-learning-harvard-university-fundamentals--21641) from *Harvard University*
- [**AI in Healthcare. Hype or Help?**](https://www.classcentral.com/course/artificial-intelligence-ku-leuven-ai-in-healthcar-274285) from *KU Leuven University*
- [**Introduction to Digital Health Entrepreneurship**](https://www.classcentral.com/course/introduction-digital-health-entrepreneurship-58642) from *Johns Hopkins University*
- [**Graph Algorithms**](https://www.classcentral.com/course/algorithms-the-university-of-california-san-diego-10247) from *University of California, San Diego*
- [**Leadership and Management for PM Practitioners in IT**](https://www.classcentral.com/course/project-management-university-of-washington-leade-8589) from *University of Washington*
- [**MLOps for Scaling TinyML**](https://www.classcentral.com/course/tinyml-harvard-university-mlops-for-scaling-tinym-66338) from *Harvard University*
- [**Applied Quantum Computing III: Algorithm and Software**](https://www.classcentral.com/course/engineering-purdue-university-quantum-computing-i-21186) from *Purdue University*
- [**Self-Driving Cars with Duckietown**](https://www.classcentral.com/course/technology-eth-zurich-self-driving-cars-with-duck-21872) from *ETH Zurich*
- [**Deploying TinyML**](https://www.classcentral.com/course/tinyml-harvard-university-deploying-tinyml-21643) from *Harvard University*
- [**3D Reconstruction - Single Viewpoint**](https://www.classcentral.com/course/3d-reconstruction---single-viewpoint-54634) from *Columbia University*
- [**State Estimation and Localization for Self-Driving Cars**](https://www.classcentral.com/course/state-estimation-localization-self-drivi-13138) from *University of Toronto*
- [**Basic Modeling for Discrete Optimization**](https://www.classcentral.com/course/basic-modeling-7759) from *University of Melbourne*
- [**Introduction to Quantum Information**](https://www.classcentral.com/course/introduction-to-quantum-information-58200) from *Korea Advanced Institute of Science and Technology*
- [**Data Augmented Technology Assisted Medical Decision Making**](https://www.classcentral.com/course/coursera-data-augmented-technology-assisted-medical-decision-making-290275) from *University of Michigan*
- [**Data Analytics Foundations for Accountancy II**](https://www.classcentral.com/course/data-analytics-accountancy-2-10515) from *University of Illinois at Urbana-Champaign*
- [**Mathematics for Computer Science**](https://www.classcentral.com/course/mit-ocw-6-042j-mathematics-for-computer-science-fall-2010-40941) from *Massachusetts Institute of Technology*
- [**Introduction ร l'รฉthique de lโIA**](https://www.classcentral.com/course/computer-science-universite-de-montreal-introduct-286617) from *Universitรฉ de Montrรฉal*
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- [**Big Data Technology Capstone Project**](https://www.classcentral.com/course/big-data-the-hong-kong-university-of-science-and--58699) from *The Hong Kong University of Science and Technology*
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- [**Big Data Technology Capstone Project**](https://www.classcentral.com/course/big-data-the-hong-kong-university-of-science-and--58699) from *The Hong Kong University of Science and Technology*
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ุฌู
ูุนุฉ ุฃุฏูุงุช ุนุงูู
ุงูุจูุงูุงุช**](https://www.classcentral.com/course/data-scientists-tools-ar-13197) from *Johns Hopkins University*
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ูุฏู
ุฉ ุนู ุงูุจูุงูุงุช ุงูุถุฎู
ุฉ**](https://www.classcentral.com/course/big-data-introduction-ar-13278) from *University of California, San Diego*
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- [**Anรกlisis de datos: Diseรฑo y Visualizaciรณn de Tableros**](https://www.classcentral.com/course/data-analysis-delft-university-of-technology-anal-10328) from *Delft University of Technology*
- [**Stanford Seminar - Towards theories of single-trial high dimensional neural data analysis**](https://www.classcentral.com/course/youtube-stanford-seminar-towards-theories-of-single-trial-high-dimensional-neural-data-analysis-108765) from *Stanford University*
- [**Stanford Seminar - Big Data is (at least) Four Different Problems**](https://www.classcentral.com/course/youtube-stanford-seminar-big-data-is-at-least-four-different-problems-110021) from *Stanford University*
- [**Stanford Seminar - TSAR (the TimeSeries AggregatoR) Anirudh Todi of Twitter**](https://www.classcentral.com/course/youtube-stanford-seminar-tsar-the-timeseries-aggregator-anirudh-todi-of-twitter-110051) from *Stanford University*
- [**Big Data Analytics**](https://www.classcentral.com/course/youtube-big-data-analytics-jpl-caltech-48195) from *California Institute of Technology*
- [**Data Mining: The Tool of The Information Age**](https://www.classcentral.com/course/youtube-data-mining-the-tool-of-the-information-age-192297) from *Stanford University*
- [**Stanford Webinar - How to Analyze Research Data: Kristin Sainani**](https://www.classcentral.com/course/youtube-stanford-webinar-how-to-analyze-research-data-kristin-sainani-191712) from *Stanford University*
- [**Stanford Seminar - Developing Design Spaces for Visualization - Tamara Munzner**](https://www.classcentral.com/course/youtube-stanford-seminar-developing-design-spaces-for-visualization-tamara-munzner-108693) from *Stanford University*
- [**Gestiรณn del anรกlisis de datos**](https://www.classcentral.com/course/managing-data-analysis-es-65446) from *Johns Hopkins University*
- [**Soccermatics: could a Premier League team one day be managed by a mathematician?**](https://www.classcentral.com/course/youtube-soccermatics-could-a-premier-league-team-one-day-be-managed-by-a-mathematician-142821) from *University of Oxford*
- [**Introduction to R and Geographic Information Systems (GIS)**](https://www.classcentral.com/course/mit-ocw-introduction-to-r-and-gis-fall-2023-292288) from *Massachusetts Institute of Technology*
- [**Mathematics of Big Data and Machine Learning**](https://www.classcentral.com/course/mit-ocw-res-ll-005-mathematics-of-big-data-and-machine-learning-january-iap-2020-292296) from *Massachusetts Institute of Technology*
- [**Anรกlisis de datos: Llรฉvalo al MAX()**](https://www.classcentral.com/course/excel-delft-university-of-technology-analisis-de--10327) from *Delft University of Technology*
- [**ะฃะฟัะฐะฒะปะตะฝะธะต ะฐะฝะฐะปะธะทะพะผ ะดะฐะฝะฝัั
**](https://www.classcentral.com/course/managing-data-analysis-ru-39512) from *Johns Hopkins University*
- [**Bioinformatics Methods for Transcriptomics**](https://www.classcentral.com/course/coursera-bioinformatics-methods-for-transcriptomics-307047) from *Johns Hopkins University*
- [**Muestreo de personas, redes y registros**](https://www.classcentral.com/course/sampling-methods-es-66334) from *University of Michigan*
- [**Ein Crashkurs in Datenwissenschaft**](https://www.classcentral.com/course/data-science-course-de-39437) from *Johns Hopkins University*
- [**Datenanalyse verwalten**](https://www.classcentral.com/course/managing-data-analysis-de-39511) from *Johns Hopkins University*
- [**Cรณmo combinar y analizar datos complejos**](https://www.classcentral.com/course/data-collection-analytics-project-es-66064) from *University of Maryland, College Park*
- [**Stanford Seminar - Forecasting and Predicting the Future of the Future**](https://www.classcentral.com/course/youtube-stanford-seminar-forecasting-and-predicting-the-future-of-the-future-191634) from *Stanford University*
- [**Stanford Seminar - Jupyter Notebooks and Academic Publication**](https://www.classcentral.com/course/youtube-stanford-seminar-jupyter-notebooks-and-academic-publication-191833) from *Stanford University*
- [**Stanford Seminar - The End of Privacy**](https://www.classcentral.com/course/youtube-stanford-seminar-the-end-of-privacy-191926) from *Stanford University*
- [**Der Werkzeugkasten des Data Scientist**](https://www.classcentral.com/course/data-scientists-tools-de-65146) from *Johns Hopkins University*
- [**Cรณmo manejar datos faltantes**](https://www.classcentral.com/course/missing-data-es-66063) from *University of Maryland, College Park*
- [**Data Analysis for Social Scientists**](https://www.classcentral.com/course/mit-ocw-14-310x-data-analysis-for-social-scientists-spring-2023-292251) from *Massachusetts Institute of Technology*
- [**Method of Detection: The Critical Missing Link in U.S. Cancer Registries**](https://www.classcentral.com/course/youtube-method-of-detection-the-critical-missing-link-in-u-s-cancer-registries-180516) from *Yale University*
- [**Big Data's Big Deal - Viktor Mayer-Schonberger**](https://www.classcentral.com/course/youtube-big-data-s-big-deal-viktor-mayer-schonberger-142853) from *University of Oxford*
- [**Stanford Seminar - Algorithmic Extremism: Examining YouTube's Rabbit Hole of Radicalization**](https://www.classcentral.com/course/youtube-stanford-seminar-algorithmic-extremism-examining-youtube-s-rabbit-hole-of-radicalization-191797) from *Stanford University*
- [**Stanford Seminar - Mobilizing the Future**](https://www.classcentral.com/course/youtube-stanford-seminar-mobilizing-the-future-191869) from *Stanford University*
- [**Stanford Seminar: Data For The People, Andreas Weigend of Social Data Lab**](https://www.classcentral.com/course/youtube-stanford-seminar-data-for-the-people-andreas-weigend-of-social-data-lab-192022) from *Stanford University*
- [**EngX: Big Data, Big Impact mini-conference, Russ Altman, Jure Leskovec and Christopher Rรฉ**](https://www.classcentral.com/course/youtube-engx-big-data-big-impact-mini-conference-russ-altman-jure-leskovec-and-christopher-re-192213) from *Stanford University*
- [**Stanford Seminar - Zhang Lin on MobileUrban Sensing in Beijing**](https://www.classcentral.com/course/youtube-stanford-seminar-zhang-lin-on-mobileurban-sensing-in-beijing-192263) from *Stanford University*
- [**Stanford Seminar - Human-Machine Symbiosis in Data Visualization**](https://www.classcentral.com/course/youtube-stanford-seminar-human-machine-symbiosis-in-data-visualization-264218) from *Stanford University*
- [**Stanford Seminar - Harnessing Data for Social Impact**](https://www.classcentral.com/course/youtube-stanford-seminar-harnessing-data-for-social-impact-277833) from *Stanford University*
- [**ํ์ด์ฌ์ ๋ฐ์ดํฐ ๊ณผํ ์๊ฐ**](https://www.classcentral.com/course/python-data-analysis-ko-61439) from *University of Michigan*
- [**ํ์ด์ฌ์ ์์ฉ ์์
๋คํธ์ํฌ ๋ถ์**](https://www.classcentral.com/course/python-social-network-analysis-ko-61440) from *University of Michigan*
- [**๋ฐ์ดํฐ ๊ณผํ์์ ๋๊ตฌ ์์**](https://www.classcentral.com/course/data-scientists-tools-ko-60063) from *Johns Hopkins University*
- [**Next in Data Visualization \| Arvind Satyanarayan \|\| Radcliffe Institute**](https://www.classcentral.com/course/youtube-next-in-data-visualization-arvind-satyanarayan-radcliffe-institute-179690) from *Harvard University*
- [**Communicating Complex Statistical Ideas to the Public: Lessons from the Pandemic - D. Spiegelhalter**](https://www.classcentral.com/course/youtube-communicating-complex-statistical-ideas-to-the-public-lessons-from-the-pandemic-d-spiegelhalter-142786) from *University of Oxford*
## **Information Security (InfoSec) (62)**
- [**CS 253 Web Security**](https://www.classcentral.com/course/youtube-cs-253-web-security-48191) from *Stanford University* โ
โ
โ
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(40)
- [**Computer Systems Security**](https://www.classcentral.com/course/mit-ocw-6-858-computer-systems-security-fall-2014-40952) from *Massachusetts Institute of Technology* โ
โ
โ
โ
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(36)
- [**Web Security Fundamentals**](https://www.classcentral.com/course/computer-security-ku-leuven-web-security-fundamen-8726) from *KU Leuven University* โ
โ
โ
โ
โ(21)
- [**Stanford Seminar - Engineering Cyber Resiliency: A Pragmatic Approach**](https://www.classcentral.com/course/youtube-stanford-seminar-engineering-cyber-resiliency-a-pragmatic-approach-110018) from *Stanford University* โ
โ
โ
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(17)
- [**Stanford Webinar - Hash, Hack, Code: Emerging Trends in Cyber Security**](https://www.classcentral.com/course/youtube-stanford-webinar-hash-hack-code-emerging-trends-in-cyber-security-110027) from *Stanford University* โ
โ
โ
โ
โ
(9)
- [**Intro to Information Security**](https://www.classcentral.com/course/udacity-intro-to-information-security-3420) from *Georgia Institute of Technology* โ
โ
โโโ(2)
- [**Network Security**](https://www.classcentral.com/course/udacity-network-security-8570) from *Georgia Institute of Technology* โ
โ
โ
โ
โ
(1)
- [**Introduction to Cyber Attacks**](https://www.classcentral.com/course/intro-cyber-attacks-9667) from *New York University (NYU)* โ
โ
โ
โ
โ
(1)
- [**CS50's Introduction to Cybersecurity**](https://www.classcentral.com/course/cybersecurity-harvard-university-cs50-s-introduct-152356) from *Harvard University* โ
โ
โ
โ
โ(1)
- [**Cybersecurity for Everyone**](https://www.classcentral.com/course/cybersecurity-for-everyone-43819) from *University of Maryland, College Park* โ
โ
โ
โ
โ
(1)
- [**Cyber Security Economics**](https://www.classcentral.com/course/cybersecurity-delft-university-of-technology-cybe-2680) from *Delft University of Technology* โ
โ
โโโ(1)
- [**Real-Time Cyber Threat Detection and Mitigation**](https://www.classcentral.com/course/real-time-cyber-threat-detection-9668) from *New York University (NYU)*
- [**Introduction to Cybersecurity**](https://www.classcentral.com/course/cybersecurity-university-of-washington-introducti-8651) from *University of Washington*
- [**Cyber Attack Countermeasures**](https://www.classcentral.com/course/cyber-attack-countermeasures-9666) from *New York University (NYU)*
- [**Cyber-Physical Systems Security**](https://www.classcentral.com/course/udacity-cyber-physical-systems-security-8569) from *Georgia Institute of Technology*
- [**Building a Cybersecurity Toolkit**](https://www.classcentral.com/course/cybersecurity-university-of-washington-building-a-8653) from *University of Washington*
- [**Cybersecurity: The CISO's View**](https://www.classcentral.com/course/cybersecurity-university-of-washington-cybersecur-8652) from *University of Washington*
- [**Finding Your Cybersecurity Career Path**](https://www.classcentral.com/course/cybersecurity-university-of-washington-finding-yo-8654) from *University of Washington*
- [**Enterprise and Infrastructure Security**](https://www.classcentral.com/course/enterprise-infrastructure-security-9861) from *New York University (NYU)*
- [**Introduction to DevSecOps**](https://www.classcentral.com/course/introduction-to-devsecops-108441) from *Johns Hopkins University*
- [**A Strategic Approach to Cybersecurity**](https://www.classcentral.com/course/a-strategic-approach-to-cybersecurity-162430) from *University of Maryland, College Park*
- [**Cybersecurity Capstone Project**](https://www.classcentral.com/course/cyber-security-capstone-3469) from *University of Maryland, College Park*
- [**Leadership**](https://www.classcentral.com/course/cybersecurityleadership-55776) from *Infosec*
- [**Mobile Payment Security**](https://www.classcentral.com/course/cybersecurity-new-york-university-mobile-payment--21869) from *New York University (NYU)*
- [**La cybersรฉcuritรฉ en milieu universitaire**](https://www.classcentral.com/course/computer-science-universite-de-montreal-la-cybers-288717) from *Universitรฉ de Montrรฉal*
- [**Stanford Webinar - Securing the World Around Us: Cyber Security for the Physical Economy**](https://www.classcentral.com/course/youtube-stanford-webinar-securing-the-world-around-us-cyber-security-for-the-physical-economy-191772) from *Stanford University*
- [**The Growing Threat and Impact of Web-Based Malware - Stanford Computer Security**](https://www.classcentral.com/course/youtube-the-growing-threat-and-impact-of-web-based-malware-stanford-computer-security-192296) from *Stanford University*
- [**Stanford Seminar - The Current State of Cybersecurity**](https://www.classcentral.com/course/youtube-stanford-seminar-the-current-state-of-cybersecurity-191805) from *Stanford University*
- [**Stanford Seminar - Solving Cybersecurity as an Economic Problem**](https://www.classcentral.com/course/youtube-stanford-seminar-solving-cybersecurity-as-an-economic-problem-191802) from *Stanford University*
- [**Security Challenges in 5G Wireless and Beyond**](https://www.classcentral.com/course/youtube-security-challenges-in-5g-wireless-and-beyond-132426) from *New York University (NYU)*
- [**Webinar - Big Breaches: What We Learned From the Worldโs Most Disruptive Cybersecurity Attacks**](https://www.classcentral.com/course/youtube-webinar-big-breaches-what-we-learned-from-the-world-s-most-disruptive-cybersecurity-attacks-191682) from *Stanford University*
- [**Taking Memory Forensics to the Next Level**](https://www.classcentral.com/course/youtube-taking-memory-forensics-to-the-next-level-132480) from *New York University (NYU)*
- [**Stanford Seminar - Preventing Successful Cyberattacks Using Strongly-typed Actors**](https://www.classcentral.com/course/youtube-stanford-seminar-preventing-successful-cyberattacks-using-strongly-typed-actors-191710) from *Stanford University*
- [**Stanford Webinar: Building Your Shield: Mapping the Cybersecurity Market, Dan Boneh and Neil Daswani**](https://www.classcentral.com/course/youtube-stanford-webinar-building-your-shield-mapping-the-cybersecurity-market-dan-boneh-and-neil-daswani-191751) from *Stanford University*
- [**Stanford Seminar - Tales from the Risks Forum**](https://www.classcentral.com/course/youtube-stanford-seminar-tales-from-the-risks-forum-191817) from *Stanford University*
- [**Stanford Webinar: To Attribute or Not Attribute, Is That the Question?**](https://www.classcentral.com/course/youtube-stanford-webinar-to-attribute-or-not-attribute-is-that-the-question-191775) from *Stanford University*
- [**Stanford Seminar - Locking the Web Open--a Call for a New, Decentralized Web**](https://www.classcentral.com/course/youtube-stanford-seminar-locking-the-web-open-a-call-for-a-new-decentralized-web-191800) from *Stanford University*
- [**Stanford Seminar - Online Political Ad Transparency**](https://www.classcentral.com/course/youtube-stanford-seminar-online-political-ad-transparency-191758) from *Stanford University*
- [**Stanford Seminar - Computer Security: The Mess We're In, How We Got Here, and What to Do About It**](https://www.classcentral.com/course/youtube-stanford-seminar-computer-security-the-mess-we-re-in-how-we-got-here-and-what-to-do-about-it-191793) from *Stanford University*
- [**Stanford Seminar - Thunderclap & CHERI (Capability Hardware-Enhanced RISC Instructions)**](https://www.classcentral.com/course/youtube-stanford-seminar-thunderclap-cheri-capability-hardware-enhanced-risc-instructions-191808) from *Stanford University*
- [**Bulletproofs: Short Proofs for Confidential Transactions and More**](https://www.classcentral.com/course/youtube-bulletproofs-short-proofs-for-confidential-transactions-and-more-191910) from *Stanford University*
- [**Stanford Seminar - Lessons from Mirai and the Current State of IoT Security**](https://www.classcentral.com/course/youtube-stanford-seminar-lessons-from-mirai-and-the-current-state-of-iot-security-191911) from *Stanford University*
- [**Stanford Seminar - Exploiting modern microarchitectures: Meltdown, Spectre, & other hardware attacks**](https://www.classcentral.com/course/youtube-stanford-seminar-exploiting-modern-microarchitectures-meltdown-spectre-other-hardware-attacks-191942) from *Stanford University*
- [**Stanford Seminar - RowHammer, RowPress and Beyond: Can We Be Free of Bitflips (Soon)?**](https://www.classcentral.com/course/youtube-stanford-seminar-rowhammer-rowpress-and-beyond-can-we-be-free-of-bitflips-soon-264502) from *Stanford University*
- [**Stanford Seminar - How Can Privacy Exist in a Data-Driven World?**](https://www.classcentral.com/course/youtube-stanford-seminar-how-can-privacy-exist-in-a-data-driven-world-296038) from *Stanford University*
- [**๋์งํธ ๋ฏผ์ฃผ์ฃผ์์ ๋ช
์**](https://www.classcentral.com/course/digital-democracy-ko-149016) from *University of Michigan*
- [**Proving confidentiality and its preservation for mixed-sensitivity concurrent programs**](https://www.classcentral.com/course/youtube-proving-confidentiality-and-its-preservation-for-mixed-sensitivity-concurrent-programs-178974) from *University of Melbourne*
- [**Industry Insights: Cyber Security**](https://www.classcentral.com/course/youtube-industry-insights-cyber-security-179042) from *University of Melbourne*
- [**A conversation with a recent Tandon Cyber Fellow grad, Michael Leking (Tandon '21)**](https://www.classcentral.com/course/youtube-a-conversation-with-a-recent-tandon-cyber-fellow-grad-michael-leking-tandon-21-132413) from *New York University (NYU)*
- [**Anatomy of an Attack: What Really Happens and How To Protect Your Enterprise**](https://www.classcentral.com/course/youtube-anatomy-of-an-attack-what-really-happens-and-how-to-protect-your-enterprise-132414) from *New York University (NYU)*
- [**Trading Privacy for Convenience in the Age of Technology: Part 2**](https://www.classcentral.com/course/youtube-trading-privacy-for-convenience-in-the-age-of-technology-part-2-132419) from *New York University (NYU)*
- [**CSAW'21 Keynote \| Cybersecurity: Keeping the Lights On, Dr. Martin Otto, Siemens Technology**](https://www.classcentral.com/course/youtube-csaw-21-keynote-cybersecurity-keeping-the-lights-on-dr-martin-otto-siemens-technology-132423) from *New York University (NYU)*
- [**IC Layout Security**](https://www.classcentral.com/course/youtube-ic-layout-security-132428) from *New York University (NYU)*
- [**Conversations at the Forefront of Cybersecurity with NYU CCS featuring Nasir Memon**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cybersecurity-with-nyu-ccs-featuring-nasir-memon-132454) from *New York University (NYU)*
- [**Conversations at the Forefront of Cyber Security with NYU CCS featuring Joel Caminer**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cyber-security-with-nyu-ccs-featuring-joel-caminer-132455) from *New York University (NYU)*
- [**Conversations at the Forefront of Cybersecurity with NYU CCS featuring Randy Milch**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cybersecurity-with-nyu-ccs-featuring-randy-milch-132456) from *New York University (NYU)*
- [**Conversations at the Forefront of Cyber Security with NYU CCS featuring Dr. Justin Cappos**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cyber-security-with-nyu-ccs-featuring-dr-justin-cappos-132457) from *New York University (NYU)*
- [**Conversations at the Forefront of Cyber Security with NYU CCS featuring Dr. Damon McCoy**](https://www.classcentral.com/course/youtube-conversations-at-the-forefront-of-cyber-security-with-nyu-ccs-featuring-dr-damon-mccoy-132458) from *New York University (NYU)*
- [**Dispelling the Top 10 Myths in Cybersecurity**](https://www.classcentral.com/course/youtube-dispelling-the-top-10-myths-in-cybersecurity-132473) from *New York University (NYU)*
- [**9th Cyber Security Lecture Sponsored by AIG**](https://www.classcentral.com/course/youtube-9th-cyber-security-lecture-sponsored-by-aig-132475) from *New York University (NYU)*
- [**8\. Ryan Stortz & Kareem El-Faramawi - Firing Rounds at the Analysis Shooting Gallery**](https://www.classcentral.com/course/youtube-8-ryan-stortz-kareem-el-faramawi-firing-rounds-at-the-analysis-shooting-gallery-132478) from *New York University (NYU)*
- [**2\. Andrew Dutcher - angr**](https://www.classcentral.com/course/youtube-2-andrew-dutcher-angr-132481) from *New York University (NYU)*
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