Learn AI Agents
Build autonomous AI systems that can reason, plan, use tools, and take actions. From architecture fundamentals to multi-agent systems and production deployment - master the technology behind the next wave of AI applications.
Your Learning Path
Follow these lessons in order to build a complete understanding of AI agents.
1. Introduction
What are AI agents? The ReAct paradigm, real-world agent examples, and why agents matter now.
2. Agent Architecture
Core components: LLM brain, tools, memory, planning. The agent loop and orchestration patterns.
3. Agent Frameworks
LangGraph, CrewAI, AutoGen, Semantic Kernel, and more. Comparison and code examples.
4. Tool Use
Function calling, MCP, web browsing, code execution, APIs, and building custom tools.
5. Memory & Planning
Short-term, working, and long-term memory. Planning strategies and self-reflection.
6. Multi-Agent Systems
Agent roles, communication patterns, supervisors, debate, and real-world team examples.
7. Building Agents
Build a complete agent from scratch. Design, implementation, testing, and deployment.
8. Best Practices
Reliability, cost management, safety, evaluation, debugging, and scaling agent systems.
What You'll Learn
By the end of this course, you'll be able to:
Understand Agent Architecture
Know the core components and patterns that make AI agents work autonomously.
Use Agent Frameworks
Build agents with LangGraph, CrewAI, and other popular frameworks.
Implement Tool Use
Give agents capabilities through function calling, MCP, and custom tools.
Deploy Production Agents
Build reliable, safe, and cost-effective agent systems for real-world use.
Go Deeper With Expert Courses
Recommended learning resources from our partners. Affiliate disclosure.
DataCamp - AI & Data Science
Hands-on Python, machine learning, and AI courses with interactive exercises and real projects. Track-based learning for practitioners.
DataCampedX - Top AI Courses
Courses and MicroMasters from MIT, Harvard, Stanford, and other top universities. Earn certificates that employers recognize.
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