AI agent courses.
Courses on building agentic AI: tool calling, memory, planning, and multi-agent systems. From free intensives by Hugging Face and Google to framework courses on LangGraph and CrewAI.
Our ranked picks: Best Agentic AI Courses- Courses
- 20
- Free to start
- 16
- Free certificate
- 2
01
All 20 courses.
Filter by price and certificate. Open a course for the full breakdown.
02
Free, with a free certificate.
No paywall for the lessons or the certificate.
AI Agents Course
The best free starting point: agent theory first, then the same ideas in smolagents, LangGraph, and LlamaIndex. Two free certificates: a fundamentals one after Unit 1 and a completion one after the use-case assignment and final challenge.
FreeFree certificateBeginner
Securing Agents with NemoClaw and OpenShell
Build an agent loop from scratch, then add reliable tool calls, multi-agent routing, and sandboxed execution. NVIDIA NemoClaw is the reference stack and OpenShell runs the agents securely. Free and code-heavy.
FreeFree certificateIntermediate
03
How to choose.
Start with how you want to build. If you already write Python, pick a course that builds an agent from scratch first, so you see the loop of model, tool call, and result before a framework hides it. Framework courses on LangGraph or CrewAI make more sense once that loop is familiar.
Check the date and the stack. Agent tooling changes every few months, so prefer courses updated in the last year that use current APIs for tool calling and structured output. A free certificate is a nice extra, but projects you can show matter more.
Want a shortlist? See our ranked picks: Best Agentic AI Courses.
04
Questions.
- What is the best free AI agent course?
- AI Agents Course (Hugging Face) is a good place to start: it is free and gives a free certificate. 16 of the 20 courses on this page are free to start.
- Are there AI agent courses with a free certificate?
- Yes: AI Agents Course (Hugging Face) and Securing Agents with NemoClaw and OpenShell (NVIDIA).
- Which AI agent courses are good for beginners?
- AI Agents Course (Hugging Face), AI Agents for Beginners (Microsoft), Multi AI Agent Systems with crewAI (DeepLearning.AI), and Introduction to LangChain - Python (LangChain), and 2 more are rated beginner level.