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URLhttps://www.deeplearning.ai/
Last Crawled2026-04-10 20:09:39 (1 hour ago)
First Indexed2017-06-26 20:37:57 (8 years ago)
HTTP Status Code200
Meta TitleDeepLearning.AI: Start or Advance Your Career in AI
Meta DescriptionDeepLearning.AI | Andrew Ng | Join over 7 million people learning how to use and build AI through our online courses. Earn certifications, level up your skills, and stay ahead of the industry.
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AI is the new electricity. You are the spark. Get the latest AI news, courses, events, and insights from Andrew Ng and other AI leaders. Join over 7 million people learning how to use and build AI AI Courses and Specializations Build a foundation of machine learning and AI skills, and understand how to apply them in the real world. In Collaboration With The largest weekly AI newsletter What matters in AI right now Free Resources Get Started with AI and Machine Learning How to Build Your Career in AI A practical roadmap to building your career in AI from AI pioneer Andrew Ng Machine Learning Yearning An introductory book about developing ML algorithms.
Markdown
✨ New course! Enroll in [Efficient Inference with SGLang: Text and Image Generation](https://bit.ly/4tADGyf) - [Explore Courses](https://www.deeplearning.ai/courses/) - [AI Newsletter](https://www.deeplearning.ai/the-batch/) - [The Batch](https://www.deeplearning.ai/the-batch/) - [Andrew's Letter](https://www.deeplearning.ai/the-batch/tag/letters/) - [Data Points](https://www.deeplearning.ai/the-batch/tag/data-points/) - [ML Research](https://www.deeplearning.ai/the-batch/tag/research/) - [Blog](https://www.deeplearning.ai/blog/) - [✨ AI Dev x SF 26](https://ai-dev.deeplearning.ai/) - [Community](https://www.deeplearning.ai/community/) - [Forum](https://community.deeplearning.ai/) - [Events](https://www.deeplearning.ai/events/) - [Ambassadors](https://www.deeplearning.ai/ambassador/) - [Ambassador Spotlight](https://www.deeplearning.ai/blog/category/ambassador-spotlight/) - [Resources](https://www.deeplearning.ai/resources/) - [Membership](https://learn.deeplearning.ai/membership) [Start Learning](https://bit.ly/3JrQXri) ![Build With Andrew Background](https://www.deeplearning.ai/images/home/hero-bg-bwa.svg) ![Andrew Ng](https://www.deeplearning.ai/images/home/andrew-ng-bwa.png) ## BUILD YOUR FIRST APP WITH AI Beginner Friendly [Enroll Now](https://bit.ly/4sqV4FR) ![](https://www.deeplearning.ai/images/home/hero-bg-2.svg) # AI is the new electricity. You are the spark. Get the latest AI news, courses, events, and insights from Andrew Ng and other AI leaders. Join over 7 million people learning how to use and build AI ## AI Courses and Specializations Build a foundation of machine learning and AI skills, and understand how to apply them in the real world. ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2023%2F10%2F1043_generative-ai-for-everyone.webp&w=3840&q=75) Course Generative AI for Everyone ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2025%2F06%2FYouTube-Thumbnails-2025-10-01T111036.293.png&w=3840&q=75) Professional Certificate Data Analytics Professional Certificate ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2025%2F07%2FYouTube-Thumbnails-2025-10-01T104520.531.png&w=3840&q=75) Course Retrieval Augmented Generation (RAG) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2025%2F09%2FYouTube-Thumbnails-2025-09-26T162449.991.png&w=3840&q=75) Course Agentic AI ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2025%2F10%2FYouTube-Thumbnails-2025-10-23T180139.570.png&w=3840&q=75) Professional Certificate PyTorch for Deep Learning Professional Certificate ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2026%2F01%2FYouTube-Thumbnails-2026-01-02T092544.133.png&w=3840&q=75) Course Build with Andrew ![Course Trailer for undefined](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2025%2F03%2F1053_vibe-coding-101-with-replit.jpg&w=3840&q=75) Short Course Vibe Coding 101 with Replit ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2022%2F04%2F3_machine-learning.webp&w=3840&q=75) Professional Certificate Machine Learning Specialization ![Course Trailer for undefined](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2025%2F01%2F1039_building-toward-computer-use-with-anthropic.jpg&w=3840&q=75) Short Course Building Towards Computer Use with Anthropic [Explore All Courses](https://www.deeplearning.ai/courses/) ## 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Efficient Inference with SGLang: Text and Image Generation Learn how LLM inference works under the hood and implement caching optimizations, including KV cache and RadixAttention, to make text and image generation faster and cheaper. [Enroll Now](https://bit.ly/4tDRgAY) ![](https://home-wordpress.deeplearning.ai/home/youtube-thumbnails-2026-03-18t095520-552/) New Short Course\! ## Agent Memory: Building Memory-Aware Agents Build a complete agent memory system that lets an LLM store, retrieve, and refine knowledge across sessions—turning a stateless agent into one that learns and improves over time. [Enroll Now](https://bit.ly/4sKsvTc) ![](https://home-wordpress.deeplearning.ai/home/youtube-thumbnails-2026-03-04t094156-059/) New Short Course\! ## Build and Train an LLM with JAX Build and train a 20M-parameter LLM from scratch using JAX, the open-source library behind Google's Gemini, and learn the core techniques powering modern AI development. [Enroll Now](https://bit.ly/3OF9B1o) The largest weekly AI newsletter ![The Batch](https://www.deeplearning.ai/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fthe-batch-logo.0b7c10a2.png&w=1080&q=75) ## What matters in AI right now ![AI Dev 26 x SF - Main Banner](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fcharonhub.deeplearning.ai%2Fcontent%2Fimages%2F2026%2F04%2FAI-Dev-26-x-SF---Main-Banner.jpg&w=3840&q=75) ![AI Dev 26 x SF - Main Banner](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fcharonhub.deeplearning.ai%2Fcontent%2Fimages%2F2026%2F04%2FAI-Dev-26-x-SF---Main-Banner.jpg&w=3840&q=75) [Apr 10, 2026](https://www.deeplearning.ai/the-batch/tag/apr-10-2026/) ## Anthropic’s Claude Mythos Problem, Dark DNA Unveiled, Pitfalls for Assistive Models, Simulating Fluid Dynamics The Batch AI News and Insights: As AI agents accelerate coding, what is the future of software engineering? ![Meow Math app shows a multiplication problem. Features include answer input, check button, and voice interaction.](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fcharonhub.deeplearning.ai%2Fcontent%2Fimages%2F2026%2F04%2FVoice-based-AI-that-you-can-talk-to-is-improving-rapidly--yet-most-people-still-don-t-appreciate-how-pervasive-voice-UIs--user-interfaces--will-become.-1.png&w=3840&q=75) ![Meow Math app shows a multiplication problem. Features include answer input, check button, and voice interaction.](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fcharonhub.deeplearning.ai%2Fcontent%2Fimages%2F2026%2F04%2FVoice-based-AI-that-you-can-talk-to-is-improving-rapidly--yet-most-people-still-don-t-appreciate-how-pervasive-voice-UIs--user-interfaces--will-become.-1.png&w=3840&q=75) [Apr 03, 2026](https://www.deeplearning.ai/the-batch/tag/apr-03-2026/) ## Claude Code’s Source Leaks, OpenAI Exits Video Generation, Gemini Adds Music Generation, LLMs Learn at Inference The Batch AI News and Insights: Voice-based AI that you can talk to is improving rapidly, yet most people still don’t appreciate how pervasive voice UIs (user interfaces) will become. ![A woman warns a man at a computer about AI causing human extinction and job loss in a cartoon style.](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fcharonhub.deeplearning.ai%2Fcontent%2Fimages%2F2026%2F03%2Funnamed--75--1.jpg&w=3840&q=75) ![A woman warns a man at a computer about AI causing human extinction and job loss in a cartoon style.](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fcharonhub.deeplearning.ai%2Fcontent%2Fimages%2F2026%2F03%2Funnamed--75--1.jpg&w=3840&q=75) [Mar 27, 2026](https://www.deeplearning.ai/the-batch/tag/mar-27-2026/) ## Nvidia’s Open Salvo, OpenAI’s Amazon Deal, Grok Cuts Video Prices, Recursive Language Models The Batch AI News and Insights: The anti-AI coalition continues to maneuver to find arguments to slow down AI progress. [Read more](https://www.deeplearning.ai/the-batch/) Free Resources ## Get Started with AI and Machine Learning ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2023%2F10%2Fc2dd5a24183597cb1727c1a6ea3d64d8.png&w=750&q=75) How to Build Your Career in AI A practical roadmap to building your career in AI from AI pioneer Andrew Ng Download ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2022%2F10%2F1645724689.png&w=750&q=75) Machine Learning Yearning An introductory book about developing ML algorithms. Download ![](https://www.deeplearning.ai/_next/image/?url=%2Fimages%2Fhome%2Fcomplete-guide.png&w=750&q=75) A Complete Guide to Natural Language Processing A comprehensive guide covering all you need to know about NLP. 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Readable Markdown
![](https://www.deeplearning.ai/images/home/hero-bg-2.svg) ## AI is the new electricity. You are the spark. Get the latest AI news, courses, events, and insights from Andrew Ng and other AI leaders. Join over 7 million people learning how to use and build AI ## AI Courses and Specializations Build a foundation of machine learning and AI skills, and understand how to apply them in the real world. ## In Collaboration With ![Open AI](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fopenai-lockup%2F&w=384&q=75) ![Hugging Face](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fhf-logo-with-title-3%2F&w=384&q=75) ![Google Cloud](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fgoogle_cloud_platform-logo-wine_%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fshort-courses%2Fmicrosoft-semantic-kernel%2Fmicrosoft-logo-png-transparent-20%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Ff53a7458-c79b-4524-97cf-28241114230e-e47d44123c3b%2F&w=384&q=75) ![Cohere](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fcohere-logo%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fcoursera-vector-logo-2022%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fweights%2F&w=640&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fai-for-good-lab%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Flamini-e1700130367892%2F&w=256&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Faws%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fgoogle%2F&w=384&q=75) ![lang chain](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fmachine_hack__events__uploaded_at_1689941002921%2F&w=384&q=75) ![Open AI](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fopenai-lockup%2F&w=384&q=75) ![Hugging Face](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fhf-logo-with-title-3%2F&w=384&q=75) ![Google Cloud](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fgoogle_cloud_platform-logo-wine_%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fshort-courses%2Fmicrosoft-semantic-kernel%2Fmicrosoft-logo-png-transparent-20%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Ff53a7458-c79b-4524-97cf-28241114230e-e47d44123c3b%2F&w=384&q=75) ![Cohere](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fcohere-logo%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fcoursera-vector-logo-2022%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fweights%2F&w=640&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fai-for-good-lab%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Flamini-e1700130367892%2F&w=256&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Faws%2F&w=384&q=75) ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fgoogle%2F&w=384&q=75) ![lang chain](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fhome%2Fmachine_hack__events__uploaded_at_1689941002921%2F&w=384&q=75) The largest weekly AI newsletter ![The Batch](https://www.deeplearning.ai/_next/image/?url=%2F_next%2Fstatic%2Fmedia%2Fthe-batch-logo.0b7c10a2.png&w=1080&q=75) ## What matters in AI right now Free Resources ## Get Started with AI and Machine Learning ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2023%2F10%2Fc2dd5a24183597cb1727c1a6ea3d64d8.png&w=750&q=75) How to Build Your Career in AI A practical roadmap to building your career in AI from AI pioneer Andrew Ng ![](https://www.deeplearning.ai/_next/image/?url=https%3A%2F%2Fhome-wordpress.deeplearning.ai%2Fwp-content%2Fuploads%2F2022%2F10%2F1645724689.png&w=750&q=75) Machine Learning Yearning An introductory book about developing ML algorithms. ![Newsletter banner](https://www.deeplearning.ai/_next/image/?url=%2Fimages%2Fhome%2Fhome-footer-cta-bg.webp&w=3840&q=75)
Shard159 (laksa)
Root Hash12885128787729245959
Unparsed URLai,deeplearning!www,/ s443