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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) # All Courses Grow your AI career with foundational specializations and skill-specific short courses taught by leaders in the field.  ### Filters Clear all ### Course Type - Short Course - Course - Professional Certificate ### Level - Beginner - Intermediate ### Popular Topics - Agents - AI Coding - AI Frameworks - AI in Software Development - AI Safety Show More ### Collaborator - AGI Inc - AI Dungeon - AI21 labs - AMD, formerly Lamini - Anthropic Show More Most Popular Top Rated [ Short Course AI Python for Beginners Learn Python programming with AI assistance. Gain skills writing, testing, and debugging code efficiently, and create real-world AI applications.  DeepLearning.AI](https://www.deeplearning.ai/short-courses/ai-python-for-beginners/) [ Short Course ChatGPT Prompt Engineering for Developers Learn the fundamentals of prompt engineering for ChatGPT. Learn effective prompting, and how to use LLMs for summarizing, inferring, transforming, and expanding.  OpenAI](https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/) [ Course Generative AI for Everyone Learn how to use generative AI's capabilities & limitations. Get an overview of real-world examples, and impact on business & society for effective strategies.  DeepLearning.AI](https://www.deeplearning.ai/courses/generative-ai-for-everyone/) [ Professional Certificate Machine Learning Specialization Learn foundational AI concepts through an intuitive visual approach, then learn the code needed to implement the algorithms and math for ML.   DeepLearning.AI, Stanford Online](https://www.deeplearning.ai/courses/machine-learning-specialization/) [ Short Course Multi AI Agent Systems with crewAI Automate business workflows with multi-AI agent systems. Exceed the performance of prompting a single LLM by designing and prompting a team of AI agents through natural language.  crewAI](https://www.deeplearning.ai/short-courses/multi-ai-agent-systems-with-crewai/) [ Short Course LangChain for LLM Application Development Use the powerful and extensible LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.  LangChain](https://www.deeplearning.ai/short-courses/langchain-for-llm-application-development/) [ Course AI for Everyone Learn about AI technologies and how to use them. Examine AI's societal impact, and learn to navigate this technological shift.  DeepLearning.AI](https://www.deeplearning.ai/courses/ai-for-everyone/) Filters Most Popular Top Rated [ Short Course AI Python for Beginners Learn Python programming with AI assistance. Gain skills writing, testing, and debugging code efficiently, and create real-world AI applications.  DeepLearning.AI](https://www.deeplearning.ai/short-courses/ai-python-for-beginners/) [ Short Course ChatGPT Prompt Engineering for Developers Learn the fundamentals of prompt engineering for ChatGPT. Learn effective prompting, and how to use LLMs for summarizing, inferring, transforming, and expanding.  OpenAI](https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/) [ Course Generative AI for Everyone Learn how to use generative AI's capabilities & limitations. Get an overview of real-world examples, and impact on business & society for effective strategies.  DeepLearning.AI](https://www.deeplearning.ai/courses/generative-ai-for-everyone/) [ Professional Certificate Machine Learning Specialization Learn foundational AI concepts through an intuitive visual approach, then learn the code needed to implement the algorithms and math for ML.   DeepLearning.AI, Stanford Online](https://www.deeplearning.ai/courses/machine-learning-specialization/) [ Short Course Multi AI Agent Systems with crewAI Automate business workflows with multi-AI agent systems. Exceed the performance of prompting a single LLM by designing and prompting a team of AI agents through natural language.  crewAI](https://www.deeplearning.ai/short-courses/multi-ai-agent-systems-with-crewai/) [ Short Course LangChain for LLM Application Development Use the powerful and extensible LangChain framework, using prompts, parsing, memory, chains, question answering, and agents.  LangChain](https://www.deeplearning.ai/short-courses/langchain-for-llm-application-development/) [ Course AI for Everyone Learn about AI technologies and how to use them. Examine AI's societal impact, and learn to navigate this technological shift.  DeepLearning.AI](https://www.deeplearning.ai/courses/ai-for-everyone/) ### Courses Sort by: [Short CourseEfficient Inference with SGLang: Text and Image GenerationLearn 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.  RadixArk, LMSys](https://www.deeplearning.ai/short-courses/efficient-inference-with-sglang-text-and-image-generation) [Short CourseAgent Memory: Building Memory-Aware AgentsBuild 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. Oracle](https://www.deeplearning.ai/short-courses/agent-memory-building-memory-aware-agents) [Short CourseBuild and Train an LLM with JAXBuild 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. Google](https://www.deeplearning.ai/short-courses/build-and-train-an-llm-with-jax) [Short CourseA2A: The Agent2Agent ProtocolConnect agents across different frameworks and teams using A2A, the open protocol standardizing agent-to-agent communication.  Google Cloud, IBM Research](https://www.deeplearning.ai/short-courses/a2a-the-agent2agent-protocol) [Short CourseAgent Skills with AnthropicEquip agents with expert on-demand knowledge to enable reliable coding, research, and data analysis workflows Anthropic](https://www.deeplearning.ai/short-courses/agent-skills-with-anthropic) [Short CourseGemini CLI: Code & Create with an Open-Source AgentBuild real-world applications from the command line using Gemini CLI, Google's open-source agentic coding assistant that coordinates local tools and cloud services to automate coding and creative workflows. Gemini CLI](https://www.deeplearning.ai/short-courses/gemini-cli-code-and-create-with-an-open-source-agent) [Short CourseDocument AI: From OCR to Agentic Doc ExtractionBuild agentic systems to parse documents and extract information grounded in visual components like charts, tables, and forms. LandingAI](https://www.deeplearning.ai/short-courses/document-ai-from-ocr-to-agentic-doc-extraction) [CourseBuild with AndrewIf you've never written code before, this course is for you. In less than 30 minutes, you'll learn to describe an idea in words and let AI transform it into an app for you. DeepLearning.AI](https://www.deeplearning.ai/courses/build-with-andrew) [Short CourseNvidia's NeMo Agent Toolkit: Making Agents ReliableTurn proof-of-concept agent demos into production-ready systems using observability, evaluation, and deployment tools from Nvidia's NeMo Agent Toolkit. Nvidia](https://www.deeplearning.ai/short-courses/nvidia-nat-making-agents-reliable) [Short CourseMulti-Vector Image RetrievalBuild advanced retrieval systems that represent images with multiple vectors, enabling fine-grained matching between text queries and visual content for accurate multi-modal search. Qdrant](https://www.deeplearning.ai/short-courses/multi-vector-image-retrieval) [Short CourseBuilding Coding Agents with Tool ExecutionBuild AI agents that write and execute code to accomplish tasks, running safely in sandboxed cloud environments that protect your systems from untrusted code. E2B](https://www.deeplearning.ai/short-courses/building-coding-agents-with-tool-execution) [Short CourseSemantic Caching for AI AgentsSpeed up and reduce the costs of your AI agents by implementing semantic caching that reuses responses based on meaning rather than exact text. Redis](https://www.deeplearning.ai/short-courses/semantic-caching-for-ai-agents) [CourseDesign, Develop, and Deploy Multi-Agent Systems with CrewAIBuild practical multi-agent systems that collaborate, use tools and memory, and scale reliably to production CrewAI](https://www.deeplearning.ai/courses/design-develop-and-deploy-multi-agent-systems-with-crewai) [Short CourseJupyter AI: AI Coding in NotebooksLearn to code with AI in Jupyter notebooks. Use Jupyter AI to generate code, get explanations, and analyze data. Project Jupyter](https://www.deeplearning.ai/short-courses/jupyter-ai-coding-in-notebooks) [Professional CertificatePyTorch for Deep Learning Professional CertificateLearn the core principles of building, optimizing, and deploying deep learning models using PyTorch. DeepLearning.AI](https://www.deeplearning.ai/courses/pytorch-for-deep-learning-professional-certificate) [CourseFine-tuning and Reinforcement Learning for LLMs: Intro to Post-TrainingLearn how to apply fine-tuning and reinforcement learning techniques to shape model behavior, improve reasoning, and make LLMs safer and more reliable. AMD](https://www.deeplearning.ai/courses/fine-tuning-and-reinforcement-learning-for-llms-intro-to-post-training) [Short CourseGoverning AI AgentsIntegrate data governance into your agent's workflow to ensure it handles data safely, securely, and accurately. Databricks](https://www.deeplearning.ai/short-courses/governing-ai-agents) [Short CourseBuilding Live Voice Agents with Google’s ADKBuild real-time voice AI agents, from simple to multi-agent podcast systems, using Google’s Agent Development Kit. Google](https://www.deeplearning.ai/short-courses/building-live-voice-agents-with-googles-adk) [CourseAgentic AIIn this course taught by Andrew Ng, you'll build agentic AI systems that take action through iterative, multi-step workflows. DeepLearning.AI](https://www.deeplearning.ai/courses/agentic-ai) [Short CourseBuilding and Evaluating Data AgentsBuild, evaluate, and improve a multi-agent system that plans its steps, connects to data sources, and provides insights. Snowflake](https://www.deeplearning.ai/short-courses/building-and-evaluating-data-agents) [Short CourseBuild AI Apps with MCP Servers: Working with Box FilesBuild an LLM app that uses tools from the Box MCP server to discover Box files and extract text from them. Transform it into a multi-agent system that communicates using A2A. Box](https://www.deeplearning.ai/short-courses/build-ai-apps-with-mcp-server-working-with-box-files) [Short CourseKnowledge Graphs for AI Agent API DiscoveryConstruct a knowledge graph and use it to enable your AI agent to find and call the right APIs in the right order. SAP](https://www.deeplearning.ai/short-courses/knowledge-graphs-for-ai-agent-api-discovery) [Short CourseAgentic Knowledge Graph ConstructionBuild a multi-agent system that plans, designs, and constructs a knowledge graph. Neo4j](https://www.deeplearning.ai/short-courses/agentic-knowledge-graph-construction) [CourseFast Prototyping of GenAI Apps with StreamlitPrototype and deploy GenAI apps using an MVP workflow, prompt engineering, and RAG. Snowflake](https://www.deeplearning.ai/courses/fast-prototyping-of-genai-apps-with-streamlit) [Short CourseClaude Code: A Highly Agentic Coding AssistantExplore, build, and refine codebases with Claude Code. Anthropic](https://www.deeplearning.ai/short-courses/claude-code-a-highly-agentic-coding-assistant) [Short CoursePydantic for LLM WorkflowsBuild reliable LLM applications with structured outputs and validated data using Pydantic. DeepLearning.AI](https://www.deeplearning.ai/short-courses/pydantic-for-llm-workflows) [CourseRetrieval Augmented Generation (RAG)Gain fundamental understanding and the practical knowledge to develop production-ready RAG applications, from architecture to deployment and evaluation. DeepLearning.AI](https://www.deeplearning.ai/courses/retrieval-augmented-generation-rag) [Short CoursePost-training of LLMsAdapt LLMs for specific tasks and behaviors using post-training techniques like SFT, DPO, and online RL.  University of Washington, NexusFlow](https://www.deeplearning.ai/short-courses/post-training-of-llms) [Short CourseBuilding with Llama 4Build multimodal and long-context GenAI applications using Llama 4 open models, API, and Llama tools. Meta](https://www.deeplearning.ai/short-courses/building-with-llama-4) [Professional CertificateData Analytics Professional CertificateBuild a solid data analytics foundation using industry standard and AI tools to extract insights, make decisions, and solve real-world business problems. DeepLearning.AI](https://www.deeplearning.ai/courses/data-analytics) [Short CourseOrchestrating Workflows for GenAI ApplicationsTurn your GenAI prototype into an automated pipeline using Apache Airflow Astronomer](https://www.deeplearning.ai/short-courses/orchestrating-workflows-for-genai-applications) [Short CourseDSPy: Build and Optimize Agentic AppsBuild, debug, and optimize AI agents using DSPy and MLflow. Databricks](https://www.deeplearning.ai/short-courses/dspy-build-optimize-agentic-apps) [Short CourseReinforcement Fine-Tuning LLMs with GRPOImprove LLM reasoning with reinforcement fine-tuning and reward functions. Predibase](https://www.deeplearning.ai/short-courses/reinforcement-fine-tuning-llms-grpo) [Short CourseMCP: Build Rich-Context AI Apps with AnthropicBuild AI apps that access tools, data, and prompts using the Model Context Protocol. Anthropic](https://www.deeplearning.ai/short-courses/mcp-build-rich-context-ai-apps-with-anthropic) [Short CourseBuilding AI Voice Agents for ProductionBuild responsive, scalable, and human-like AI voice applications.  LiveKit, RealAvatar](https://www.deeplearning.ai/short-courses/building-ai-voice-agents-for-production) [Short CourseLLMs as Operating Systems: Agent MemoryBuild systems with MemGPT agents that can autonomously manage their memory. Letta](https://www.deeplearning.ai/short-courses/llms-as-operating-systems-agent-memory) [Short CourseBuilding Code Agents with Hugging Face smolagentsBuild agents that write and execute code to perform complex tasks, using Hugging Face’s smolagents. Hugging Face](https://www.deeplearning.ai/short-courses/building-code-agents-with-hugging-face-smolagents) [Short CourseBuilding AI Browser AgentsBuild agents that navigate and interact with websites, and learn how to make them more reliable. AGI Inc](https://www.deeplearning.ai/short-courses/building-ai-browser-agents) [Short CourseGetting Structured LLM OutputLearn how to generate structured outputs to power production-ready LLM software applications. DotTxt](https://www.deeplearning.ai/short-courses/getting-structured-llm-output) [Short CourseVibe Coding 101 with ReplitDesign, build, and deploy apps with an AI coding agent in an integrated web development environment. Replit](https://www.deeplearning.ai/short-courses/vibe-coding-101-with-replit) - [Courses](https://www.deeplearning.ai/courses/) - [The Batch](https://www.deeplearning.ai/the-batch/) - [Community](https://www.deeplearning.ai/community/) - [Careers](https://www.deeplearning.ai/careers/) - [About](https://www.deeplearning.ai/about/) - [Contact](https://www.deeplearning.ai/contact/) - [Help](https://info.deeplearning.ai/knowledge-base) [Terms of Use](https://www.deeplearning.ai/terms-of-use/)\|[Privacy Policy](https://www.deeplearning.ai/privacy/) ## Filters Clear all ### Course Type - Short Course - Course - Professional Certificate ### Level - Beginner - Intermediate ### Popular Topics - Agents - AI Coding - AI Frameworks - AI in Software Development - AI Safety Show More ### Collaborator - AGI Inc - AI Dungeon - AI21 labs - AMD, formerly Lamini - Anthropic Show More Show Results 

## All Courses Grow your AI career with foundational specializations and skill-specific short courses taught by leaders in the field.  [Short CourseEfficient Inference with SGLang: Text and Image GenerationLearn 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.  RadixArk, LMSys](https://www.deeplearning.ai/short-courses/efficient-inference-with-sglang-text-and-image-generation) [Short CourseAgent Memory: Building Memory-Aware AgentsBuild 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. Oracle](https://www.deeplearning.ai/short-courses/agent-memory-building-memory-aware-agents) [Short CourseBuild and Train an LLM with JAXBuild 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. Google](https://www.deeplearning.ai/short-courses/build-and-train-an-llm-with-jax) [Short CourseA2A: The Agent2Agent ProtocolConnect agents across different frameworks and teams using A2A, the open protocol standardizing agent-to-agent communication.  Google Cloud, IBM Research](https://www.deeplearning.ai/short-courses/a2a-the-agent2agent-protocol) [Short CourseAgent Skills with AnthropicEquip agents with expert on-demand knowledge to enable reliable coding, research, and data analysis workflows Anthropic](https://www.deeplearning.ai/short-courses/agent-skills-with-anthropic) [Short CourseGemini CLI: Code & Create with an Open-Source AgentBuild real-world applications from the command line using Gemini CLI, Google's open-source agentic coding assistant that coordinates local tools and cloud services to automate coding and creative workflows. Gemini CLI](https://www.deeplearning.ai/short-courses/gemini-cli-code-and-create-with-an-open-source-agent) [Short CourseDocument AI: From OCR to Agentic Doc ExtractionBuild agentic systems to parse documents and extract information grounded in visual components like charts, tables, and forms. LandingAI](https://www.deeplearning.ai/short-courses/document-ai-from-ocr-to-agentic-doc-extraction) [CourseBuild with AndrewIf you've never written code before, this course is for you. In less than 30 minutes, you'll learn to describe an idea in words and let AI transform it into an app for you. DeepLearning.AI](https://www.deeplearning.ai/courses/build-with-andrew) [Short CourseNvidia's NeMo Agent Toolkit: Making Agents ReliableTurn proof-of-concept agent demos into production-ready systems using observability, evaluation, and deployment tools from Nvidia's NeMo Agent Toolkit. Nvidia](https://www.deeplearning.ai/short-courses/nvidia-nat-making-agents-reliable) [Short CourseMulti-Vector Image RetrievalBuild advanced retrieval systems that represent images with multiple vectors, enabling fine-grained matching between text queries and visual content for accurate multi-modal search. Qdrant](https://www.deeplearning.ai/short-courses/multi-vector-image-retrieval) [Short CourseBuilding Coding Agents with Tool ExecutionBuild AI agents that write and execute code to accomplish tasks, running safely in sandboxed cloud environments that protect your systems from untrusted code. E2B](https://www.deeplearning.ai/short-courses/building-coding-agents-with-tool-execution) [Short CourseSemantic Caching for AI AgentsSpeed up and reduce the costs of your AI agents by implementing semantic caching that reuses responses based on meaning rather than exact text. Redis](https://www.deeplearning.ai/short-courses/semantic-caching-for-ai-agents) [CourseDesign, Develop, and Deploy Multi-Agent Systems with CrewAIBuild practical multi-agent systems that collaborate, use tools and memory, and scale reliably to production CrewAI](https://www.deeplearning.ai/courses/design-develop-and-deploy-multi-agent-systems-with-crewai) [Short CourseJupyter AI: AI Coding in NotebooksLearn to code with AI in Jupyter notebooks. Use Jupyter AI to generate code, get explanations, and analyze data. Project Jupyter](https://www.deeplearning.ai/short-courses/jupyter-ai-coding-in-notebooks) [Professional CertificatePyTorch for Deep Learning Professional CertificateLearn the core principles of building, optimizing, and deploying deep learning models using PyTorch. DeepLearning.AI](https://www.deeplearning.ai/courses/pytorch-for-deep-learning-professional-certificate) [CourseFine-tuning and Reinforcement Learning for LLMs: Intro to Post-TrainingLearn how to apply fine-tuning and reinforcement learning techniques to shape model behavior, improve reasoning, and make LLMs safer and more reliable. AMD](https://www.deeplearning.ai/courses/fine-tuning-and-reinforcement-learning-for-llms-intro-to-post-training) [Short CourseGoverning AI AgentsIntegrate data governance into your agent's workflow to ensure it handles data safely, securely, and accurately. Databricks](https://www.deeplearning.ai/short-courses/governing-ai-agents) [Short CourseBuilding Live Voice Agents with Google’s ADKBuild real-time voice AI agents, from simple to multi-agent podcast systems, using Google’s Agent Development Kit. Google](https://www.deeplearning.ai/short-courses/building-live-voice-agents-with-googles-adk) [CourseAgentic AIIn this course taught by Andrew Ng, you'll build agentic AI systems that take action through iterative, multi-step workflows. DeepLearning.AI](https://www.deeplearning.ai/courses/agentic-ai) [Short CourseBuilding and Evaluating Data AgentsBuild, evaluate, and improve a multi-agent system that plans its steps, connects to data sources, and provides insights. Snowflake](https://www.deeplearning.ai/short-courses/building-and-evaluating-data-agents) [Short CourseBuild AI Apps with MCP Servers: Working with Box FilesBuild an LLM app that uses tools from the Box MCP server to discover Box files and extract text from them. Transform it into a multi-agent system that communicates using A2A. Box](https://www.deeplearning.ai/short-courses/build-ai-apps-with-mcp-server-working-with-box-files) [Short CourseKnowledge Graphs for AI Agent API DiscoveryConstruct a knowledge graph and use it to enable your AI agent to find and call the right APIs in the right order. SAP](https://www.deeplearning.ai/short-courses/knowledge-graphs-for-ai-agent-api-discovery) [Short CourseAgentic Knowledge Graph ConstructionBuild a multi-agent system that plans, designs, and constructs a knowledge graph. Neo4j](https://www.deeplearning.ai/short-courses/agentic-knowledge-graph-construction) [CourseFast Prototyping of GenAI Apps with StreamlitPrototype and deploy GenAI apps using an MVP workflow, prompt engineering, and RAG. Snowflake](https://www.deeplearning.ai/courses/fast-prototyping-of-genai-apps-with-streamlit) [Short CourseClaude Code: A Highly Agentic Coding AssistantExplore, build, and refine codebases with Claude Code. Anthropic](https://www.deeplearning.ai/short-courses/claude-code-a-highly-agentic-coding-assistant) [Short CoursePydantic for LLM WorkflowsBuild reliable LLM applications with structured outputs and validated data using Pydantic. DeepLearning.AI](https://www.deeplearning.ai/short-courses/pydantic-for-llm-workflows) [CourseRetrieval Augmented Generation (RAG)Gain fundamental understanding and the practical knowledge to develop production-ready RAG applications, from architecture to deployment and evaluation. DeepLearning.AI](https://www.deeplearning.ai/courses/retrieval-augmented-generation-rag) [Short CoursePost-training of LLMsAdapt LLMs for specific tasks and behaviors using post-training techniques like SFT, DPO, and online RL.  University of Washington, NexusFlow](https://www.deeplearning.ai/short-courses/post-training-of-llms) [Short CourseBuilding with Llama 4Build multimodal and long-context GenAI applications using Llama 4 open models, API, and Llama tools. Meta](https://www.deeplearning.ai/short-courses/building-with-llama-4) [Professional CertificateData Analytics Professional CertificateBuild a solid data analytics foundation using industry standard and AI tools to extract insights, make decisions, and solve real-world business problems. DeepLearning.AI](https://www.deeplearning.ai/courses/data-analytics) [Short CourseOrchestrating Workflows for GenAI ApplicationsTurn your GenAI prototype into an automated pipeline using Apache Airflow Astronomer](https://www.deeplearning.ai/short-courses/orchestrating-workflows-for-genai-applications) [Short CourseDSPy: Build and Optimize Agentic AppsBuild, debug, and optimize AI agents using DSPy and MLflow. Databricks](https://www.deeplearning.ai/short-courses/dspy-build-optimize-agentic-apps) [Short CourseReinforcement Fine-Tuning LLMs with GRPOImprove LLM reasoning with reinforcement fine-tuning and reward functions. Predibase](https://www.deeplearning.ai/short-courses/reinforcement-fine-tuning-llms-grpo) [Short CourseMCP: Build Rich-Context AI Apps with AnthropicBuild AI apps that access tools, data, and prompts using the Model Context Protocol. Anthropic](https://www.deeplearning.ai/short-courses/mcp-build-rich-context-ai-apps-with-anthropic) [Short CourseBuilding AI Voice Agents for ProductionBuild responsive, scalable, and human-like AI voice applications.  LiveKit, RealAvatar](https://www.deeplearning.ai/short-courses/building-ai-voice-agents-for-production) [Short CourseLLMs as Operating Systems: Agent MemoryBuild systems with MemGPT agents that can autonomously manage their memory. Letta](https://www.deeplearning.ai/short-courses/llms-as-operating-systems-agent-memory) [Short CourseBuilding Code Agents with Hugging Face smolagentsBuild agents that write and execute code to perform complex tasks, using Hugging Face’s smolagents. Hugging Face](https://www.deeplearning.ai/short-courses/building-code-agents-with-hugging-face-smolagents) [Short CourseBuilding AI Browser AgentsBuild agents that navigate and interact with websites, and learn how to make them more reliable. AGI Inc](https://www.deeplearning.ai/short-courses/building-ai-browser-agents) [Short CourseGetting Structured LLM OutputLearn how to generate structured outputs to power production-ready LLM software applications. DotTxt](https://www.deeplearning.ai/short-courses/getting-structured-llm-output) [Short CourseVibe Coding 101 with ReplitDesign, build, and deploy apps with an AI coding agent in an integrated web development environment. Replit](https://www.deeplearning.ai/short-courses/vibe-coding-101-with-replit)