Hugging Face’s New AI Agent Course: What You Need to Know
AI agents are a major focus in 2025, and Hugging Face is taking a big step in this space with their new AI Agent Course. I know not everyone is a believer in AI agents, but 72k people worldwide have already signed up for this new, free course.
Whether you’re an AI enthusiast, a developer, or just curious about how AI agents work, this course promises to provide a structured and practical way to learn about AI agents from the ground up.
It’s been created by the frankly awesome team at HuggingFace, who continue to impress with their vibe and skills in the AI space. As they say in Ireland, “A great bunch’o’lads!”:
- Thomas Simonini (DevRel), Paris
- Joffrey Thomas, ML Eng -> Agents
- Ben Burtenshaw, ML Eng, training datasets, post training LLMs, write the quizzes and certs
In this blog post, we’ll break down what the Hugging Face Agent Course is all about, its structure, what you’ll learn, and how you can participate.
- What is the Hugging Face Agent Course?
- Course Structure & Learning Paths
- Topics Covered
- Watch the Youtube video
- Community and Support
- Common Questions & Answers
- Do I need a GPU or special hardware?
- What frameworks will be covered?
- Can I complete the course if I have no prior AI experience?
- Will I get a certificate?
- Is there a deadline?
- Will there be a hackathon?
- How to Join the Hugging Face Agent Course
What is the Hugging Face Agent Course?
Hugging Face’s AI Agent Course is a free, structured program designed to teach participants everything they need to know about AI agents—from theory to implementation.
The course offers different learning paths, hands-on exercises, and certifications for those who complete the material. It’s open to beginners and experienced AI developers alike.
Key Highlights:
- Free course from beginner to expert level
- Three learning paths based on experience and goals
- Two types of certificates available
- Community-based learning with study groups and leaderboards
- No GPU required – just a computer and a Hugging Face account
- Free access to HuggingFace LLMs
- Hackathon with $10k in prizes (March 22-30)
With 72,000+ signups already, it’s clear that interest in AI agents is at an all-time high.
Course Structure & Learning Paths
The course is designed to be flexible and accessible, with three main paths:
Interested “Auditor”
Go through the course at your own pace without deadlines or certification.
Fundamentals Certificate
Complete Unit 1 and pass a quiz (no coding required, great for non-programmers, but also on the path to Completion).
Completion Certificate
Requires an additional use-case assignment and final challenge.
The course has a recommended pace, with a soft deadline of May 1, 2025, to encourage group learning.
Topics Covered
AI Agent Theory & Design
Understanding what agents are and how they function.
Using AI Libraries
Hands-on work with frameworks like SmolAgents, LangChain, and LangGraph.
Building & Deploying Agents
Real-world implementation and experimentation.
Leaderboards & Challenges
Track progress and compete with other learners.
Watch the Youtube video
Community and Support
Hugging Face is making this course interactive and community-driven:
- Live Q&A sessions
- Discord study groups
- Quizzes & assignments to reinforce learning
- Leaderboard for competitive learners
The course is structured around practical learning, encouraging students to apply concepts rather than just consuming content.
Common Questions & Answers
Do I need a GPU or special hardware?
No, the course is designed to run using Hugging Face’s cloud-based inference APIs, so you can complete it with just a laptop.
What frameworks will be covered?
The course focuses on SmolAgents, LangChain, and LangGraph. The goal is to teach general AI agent principles, which can be applied to any framework.
Can I complete the course if I have no prior AI experience?
Yes! The course is structured to take you from beginner to advanced, with no prior LLM experience required.
Will I get a certificate?
Yes, there are two types of certificates:
- Fundamentals Certificate – Earned by passing a quiz.
- Completion Certificate – Requires an additional use-case assignment.
Is there a deadline?
The recommended completion date is May 1, 2025, but it’s not a hard deadline. You can complete the course at your own pace.
Will there be a hackathon?
Yes! March 22-30, 2025, Hugging Face will host a hackathon with $10,000 in prizes, encouraging participants to build real-world AI agent applications.
How to Join the Hugging Face Agent Course
If you’re interested, here’s how to get started:
- Sign up for the course: Hugging Face Agents Course
- Join the Discord community: hf.co/join/discord
- Follow the official GitHub repository: hugging-face/agents-course
- Participate in challenges and leaderboards
This is a fantastic opportunity to learn about AI agents, build real-world applications, and become part of an active AI community.
Are you ready to dive into the world of AI agents? Sign up today and start learning!
