The best free Hugging Face AI courses, curated
Hugging Face is where much of open-source AI actually happens, and its free "Learn" courses are among the most practical, up-to-date material anywhere — hands-on, notebook-driven, and built around the open tools the whole field uses. Below are the standouts, from LLMs to agents, RL, vision and audio.
These are curated links to courses published freely by Hugging Face on huggingface.co/learn. All content belongs to Hugging Face and its authors. AnybodyCanAI is not affiliated with, sponsored by, or endorsed by Hugging Face. The Hugging Face name is used only to identify the source of each course.
LLM Course
Transformers and LLMs with the HF ecosystem
Hugging Face · Self-paced · Hugging Face Learn
Summary
The flagship course on using transformer models with the Hugging Face libraries: how transformers work, using and fine-tuning pretrained models, working with datasets and tokenizers, and building real LLM applications.
The de-facto standard introduction to the tools nearly everyone in applied NLP/LLMs uses. Free, hands-on, and kept current — the fastest route from theory to actually shipping with transformers.
Schedule
Lecture topics and dates rotate each offering — we link straight to Hugging Face's official schedule and syllabus so it's always current.
Full schedule & syllabusAccess
Free and open, with runnable notebooks. A free Hugging Face account unlocks the quizzes and a completion certificate.
Materials & links
Source: Hugging Face — all links open on the provider's own site.
AI Agents Course
Build and deploy your own AI agents
Hugging Face · Self-paced · Hugging Face Learn
Summary
A practical course on AI agents: what they are, how they use tools and memory, and how to build and deploy them with frameworks like smolagents, LlamaIndex and LangGraph — ending in a hands-on final project.
Agents are the fastest-moving area in applied AI, and this is one of the few free, structured, framework-agnostic courses on actually building them. Very on-mission for people who want to build.
Schedule
Lecture topics and dates rotate each offering — we link straight to Hugging Face's official schedule and syllabus so it's always current.
Full schedule & syllabusAccess
Free and open. A free Hugging Face account unlocks quizzes, the hands-on assignments and a certificate.
Materials & links
Source: Hugging Face — all links open on the provider's own site.
Deep RL Course
Deep reinforcement learning, hands-on
Hugging Face · Self-paced · Hugging Face Learn
Summary
A hands-on tour of deep reinforcement learning: value-based and policy-based methods, PPO, and training agents in real environments — you train and share agents as you go.
RL is notoriously hard to get started with. This course makes it concrete and fun by having you train real agents and publish them, all for free.
Schedule
Lecture topics and dates rotate each offering — we link straight to Hugging Face's official schedule and syllabus so it's always current.
Full schedule & syllabusAccess
Free and open, with hands-on training in Colab. A free Hugging Face account unlocks the certification track.
Materials & links
Source: Hugging Face — all links open on the provider's own site.
Community Computer Vision Course
Modern computer vision with open tools
Hugging Face Community · Self-paced · Hugging Face Learn
Summary
A community-built course covering computer vision from fundamentals to modern approaches: CNNs, vision transformers, detection and segmentation, generative vision and multimodal models — all with the Hugging Face ecosystem.
A rare free, up-to-date computer-vision course that goes beyond CNNs into vision transformers and multimodal models — the techniques behind today’s vision systems.
Schedule
Lecture topics and dates rotate each offering — we link straight to Hugging Face's official schedule and syllabus so it's always current.
Full schedule & syllabusAccess
Free and open, with runnable notebooks.
Materials & links
Source: Hugging Face — all links open on the provider's own site.
Audio Course
Transformers for audio: speech, TTS and more
Hugging Face · Self-paced · Hugging Face Learn
Summary
How to apply transformer models to audio: audio data fundamentals, automatic speech recognition, audio classification, and text-to-speech — with hands-on notebooks.
Audio is an underserved corner of applied AI teaching. This is a genuinely good, free, hands-on course on speech and audio models using the standard open tools.
Schedule
Lecture topics and dates rotate each offering — we link straight to Hugging Face's official schedule and syllabus so it's always current.
Full schedule & syllabusAccess
Free and open, with runnable notebooks. A free Hugging Face account unlocks quizzes and a certificate.
Materials & links
Source: Hugging Face — all links open on the provider's own site.
Diffusion Course
How diffusion models work, with 🧨 diffusers
Hugging Face · Self-paced · Hugging Face Learn
Summary
A hands-on course on diffusion models — the theory behind them and how to use, fine-tune and build with them using the diffusers library, from first principles to real pipelines.
Image generation is one of the most visible AI applications. This course demystifies how it works and lets you build it yourself with the open-source library everyone uses.
Schedule
Lecture topics and dates rotate each offering — we link straight to Hugging Face's official schedule and syllabus so it's always current.
Full schedule & syllabusAccess
Free and open, with runnable notebooks.
Materials & links
Source: Hugging Face — all links open on the provider's own site.