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AI Agent Learning Hub

55+ curated AI agent courses from Google, Microsoft, DeepLearning.AI, Anthropic and top universities. 6 learning tracks from beginner to production.

53+ Courses
6 Books
5 Research Papers
Showing 53 courses

5-Day AI Agents Intensive Course with Google

Google / Kaggle

Google & Kaggle's flagship free course with 1.5M+ learners. Covers building and deploying AI agents with hands-on Kaggle notebooks.

Course Google ADKGemini

Google Skills — Build Intelligent Agents with ADK

Google

Structured course for building agents using Google's Agent Development Kit. Earn a badge. Covers core ADK concepts and labs.

Course Google ADKGemini

Google ADK Official Tutorials

Google

Official docs and step-by-step tutorials for Google's open-source Agent Development Kit. Python, YAML, or Visual Builder.

Documentation Google ADK

AI Agents for Beginners — 12 Lessons

Microsoft

Comprehensive open-source GitHub course with 12 lessons covering tool integration, RAG, design patterns, and multi-agent systems.

Course AutoGenSemantic Kernel

Microsoft Agent Framework Documentation

Microsoft

Official docs for the unified Microsoft Agent Framework combining Semantic Kernel and AutoGen. Graph-based workflows and telemetry.

Documentation AutoGenSemantic Kernel

Introduction to Generative AI — Microsoft Learn

Microsoft

Well-structured module introducing generative AI fundamentals, prompts, and AI agent concepts.

Course

OpenAI Agents SDK Documentation

OpenAI

Official SDK for building agentic AI apps. Production-ready with Agents, Handoffs, Guardrails, and built-in Tracing.

Documentation OpenAI Agents SDK

OpenAI Cookbook — Agents Topic

OpenAI

Official collection of examples: Context Engineering, coding agents with GPT, Codex CLI workflows, and session-based memory.

Tutorial OpenAI Agents SDK

OpenAI Agents SDK Tutorial — DataCamp

Community

Comprehensive guide covering creating agents, tools, structured outputs, and multi-agent coordination with OpenAI's SDK.

Tutorial OpenAI Agents SDK

AI Agents in LangGraph — DeepLearning.AI

DeepLearning.AI

Learn from LangChain founder Harrison Chase. Build an agent from scratch, then rebuild it using LangGraph with cyclic reasoning.

Course LangChainLangGraph

Multi AI Agent Systems with CrewAI — DeepLearning.AI

DeepLearning.AI

Automate multi-step tasks by creating teams of AI agents with specific roles, goals, and backstories using CrewAI.

Course CrewAI

AI Agentic Design Patterns with AutoGen — DeepLearning.AI

DeepLearning.AI

Build and customize multi-agent systems with Microsoft's AutoGen. Learn design patterns for collaborative agents.

Course AutoGen

A2A: The Agent2Agent Protocol — DeepLearning.AI

DeepLearning.AI

Build a healthcare multi-agent system using the industry-standard A2A protocol. Sequential and hierarchical workflows.

Course A2A Protocol

Agentic AI — DeepLearning.AI (Andrew Ng)

DeepLearning.AI

Andrew Ng teaches agentic workflows: plan, execute iteratively, and improve through reflection and tool use.

Course

Agent Skills with Anthropic — DeepLearning.AI

DeepLearning.AI

Combine skills with MCP and subagents. Build code generation, review, and testing workflows with Claude Code.

Course Claude Agent SDKMCP

MCP: Build Rich-Context AI Apps — DeepLearning.AI

DeepLearning.AI

Learn MCP from Anthropic's Head of Technical Education. Build MCP servers, connect tools, make chatbots MCP-compatible.

Course MCPClaude

Building toward Computer Use — DeepLearning.AI

DeepLearning.AI

Multimodal prompting, prompt caching, and tool use — building up to an AI assistant that uses a computer autonomously.

Course Claude

Building Coding Agents with Tool Execution — DeepLearning.AI

DeepLearning.AI

Build agents that write and execute code in sandboxed environments. Access Python's entire ecosystem.

Course

Nvidia NeMo Agent Toolkit — DeepLearning.AI

DeepLearning.AI

Turn proof-of-concept agents into production systems using observability, evaluation, and deployment tools.

Course Nvidia NeMo

Design & Deploy Multi-Agent Systems with CrewAI — DeepLearning.AI

DeepLearning.AI

Prototype to production: automated code reviewer, meeting co-pilot, and deep researcher using CrewAI.

Course CrewAI

Building Agentic RAG with LlamaIndex — DeepLearning.AI

DeepLearning.AI

Research agents skilled in tool use, reasoning, and decision-making with LlamaIndex. Agentic RAG patterns.

Course LlamaIndex

Gemini CLI: Code & Create — DeepLearning.AI

DeepLearning.AI

Google's open-source agentic coding assistant from your terminal. Delegate complex workflows via high-level instructions.

Course Gemini

Generative AI for Everyone — DeepLearning.AI (Andrew Ng)

DeepLearning.AI

2M+ enrolled. Andrew Ng's definitive intro to generative AI. Non-technical foundation for everyone.

Course

Claude Code: A Highly Agentic Coding Assistant — DeepLearning.AI

DeepLearning.AI

Best practices for Claude Code: RAG chatbot implementation, refactoring, testing, and GitHub integration.

Course Claude Agent SDK

Introduction to MCP — Anthropic Skilljar

Anthropic

Official Anthropic course on MCP architecture, transport, and building MCP servers with the Python SDK.

Course MCPClaude

MCP Advanced Topics — Anthropic Skilljar

Anthropic

Advanced MCP: complex server patterns, authentication, and production deployment strategies.

Course MCPClaude

Claude with Amazon Bedrock — Anthropic Skilljar

Anthropic

Integrating and deploying Claude through Amazon Bedrock. API, tool use, RAG, and autonomous agents in AWS.

Course ClaudeAWS Bedrock

Hugging Face AI Agents Course

Hugging Face

Most comprehensive free course on AI agents. smolagents, multi-step research bots, deploy to Hugging Face Spaces.

Course smolagentsLangGraphLlamaIndex

CS50's Introduction to AI with Python — Harvard

Harvard

Harvard's iconic course: 2.4M+ enrollments. Search, knowledge, optimization, ML, neural networks. AI foundation.

Course

CS329A — Self-Improving AI Agents — Stanford

Stanford

Graduate-level: self-improvement, constitutional AI, verifiers, scaling test-time compute, tool use.

Course

AWS — Building AI Agents with Amazon Bedrock AgentCore (Coursera)

AWS

Free to enroll. Technical course on building and deploying AI agents using Amazon Bedrock AgentCore.

Course AWS Bedrock

AWS Generative AI & AI Agents Professional Certificate (Coursera)

AWS

Free to audit. Develop GenAI solutions on AWS using Bedrock, Amazon Q Developer, and LangChain.

Certificate AWS BedrockLangChain

AWS Training Live — Deep Dive: AI Agents

AWS

Free expert-led training livestreamed on LinkedIn and Twitch. AI agents with Amazon Bedrock.

Tutorial AWS Bedrock

n8n Official Tutorial — Build an AI Workflow

n8n

Build an AI-powered chat agent with no code. Supports OpenAI, DeepSeek, Gemini, Groq, Azure, and more.

Tutorial n8n

freeCodeCamp — AI Agents with n8n (YouTube)

freeCodeCamp

Free YouTube course covering RAG with Pinecone, Email AI Agent, Customer Support agent. Full production workflow.

Course n8n

AutoGen Tutorial — Codecademy

Codecademy

Build conversational multi-agent systems with Microsoft's AutoGen framework.

Tutorial AutoGen

Build an AI Travel Assistant with Google ADK — Codecademy

Codecademy

Hands-on: multi-agent travel assistant with Google ADK. Works with ChatGPT, Claude, self-hosted models.

Tutorial Google ADK

Claude Code Agent SDK — Beginner's Guide (2026)

Community

Building autonomous AI agents with Claude Agent SDK. File operations, Bash, and native MCP integration.

Tutorial Claude Agent SDKMCP

LangChain Academy — Deep Agents Course

LangChain

Free course covering advanced agent patterns, persistence, streaming, and memory in LangGraph.

Course LangChainLangGraph

Agentic AI with LangGraph, CrewAI, AutoGen & BeeAI — IBM (Coursera)

IBM / Coursera

Free to audit. Build autonomous multi-agent systems across 4 major frameworks with hands-on labs.

Course LangGraphCrewAIAutoGen

AI Agents Roadmap — roadmap.sh

Community

Interactive visual roadmap for learning AI agents in 2026. Community-driven with clear checkpoints.

Roadmap

Awesome Agent Learning — GitHub

Community

Curated guides, courses, and reading lists for autonomous LLM agents. Includes AI Agents Masterclass series.

Resource List LangChainLangGraph

Simplilearn — Free n8n Workflow Automation Course

Simplilearn

Free course teaching no-code workflows with n8n for AI agent automation.

Course n8n

AI Engineer Agentic Track — Complete Agent & MCP Course

Udemy

Bestseller: 140K+ students, 4.7/5 rating. 6-week intensive covering OpenAI, CrewAI, LangGraph, AutoGen, and MCP. 8 projects.

Course OpenAI Agents SDKCrewAILangGraphAutoGenMCP

2026 Bootcamp: Build Professional AI Agents

Udemy

45K+ students from 154 countries. Basic to advanced agents with AutoGen, LangGraph, CrewAI. No prior AI needed.

Course AutoGenLangGraphCrewAI

Agentic AI Nanodegree — Udacity

Udacity

Mentor-guided, 3-4 months. Search algorithms, planning, reasoning, neural networks. Human-reviewed projects.

Course

Build Production Ready AI Agents on AWS — Bedrock, CrewAI & MCP

Udemy

Agentic AI from basics to Amazon Bedrock Agents and multi-agent frameworks. Planning, Memory, Tool Calling.

Course AWS BedrockCrewAIMCP

Generative AI on AWS — Bedrock, RAG & Langchain

Udemy

9+ GenAI use cases on AWS with Bedrock, RAG, Langchain, AI Agents, MCP. No AI/coding experience required.

Course AWS BedrockLangChainMCP

n8n — AI Agents, Automations & Voice Agents (No-code)

Udemy

No-code AI agents with n8n. 90+ templates. AI Voice Agents, email managers, and major LLM integrations.

Course n8n

Master n8n: Build & Sell AI Agents and Automations

Udemy

Lead gen, sales automation, RAG, MCP server integration, and voice AI automation with n8n.

Course n8nMCP

Build AI Agents with n8n — Zero To Mastery

Zero To Mastery

Real AI agent systems using n8n. Integrates OpenAI, Gemini, Google Calendar, Gmail, Notion, and more.

Course n8n

Stanford AI Professional Program

Stanford

Graduate-level courses by Stanford faculty. One of the most prestigious online AI credentials.

Certificate

MIT xPRO — Professional Certificate in ML & AI

MIT

Professional certificate covering AI systems, ML techniques, and real-world deployment from MIT.

Certificate

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