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Agents Course on Hugging Face Learn

We're thrilled to announce the launch of the Hugging Face Agents course on Learn! This interactive, certified course will guide you through building and deploying your own AI agents. The course will run over the course of 6 weeks which units release bi-weekly. !

💥 Register here for the course

✍️ Check out the course material here

Course Syllabus

Here is the general syllabus for the course. With each unit a more detailed list of topics will be released.

Chapter Topic Description
0 Onboarding Set you up with the tools and platforms that you will use.
1 Agent Fundamentals Explain Tools, Thoughts, Actions, Observations, and their formats. Explain LLMs, messages, special tokens and chat-template. Show a simple use case in generic python functions.
2 Frameworks Understand how the fundamentals are implemented in popular libraries : smolagents, LangGraph, LLamaIndex
3 Use Cases Let’s build some real life use cases ( open to PRs 🤗 from experienced Agent builders )
4 Final Assignment Build an agent for a selected benchmark and prove your understanding of Agents on the student leaderboard 🚀

Over the coming weeks further bonus units will be released.

Schedule

  • Starts February 10th 2025
  • 4 topic units
  • New unit released every 2 weeks
  • Units contain: live session, written material, and interactive quiz.

Prerequisites

  • Python programming
  • LLM prompting
  • A Hugging Face account ( free ) : Register here

Community

If you would like to study, contribute to, or discuss the agents course then join the Hugging Face Discord.