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Awesome lists & learninghuggingface

agents-course

A free Hugging Face course on agents in four units: fundamentals, the smolagents, LlamaIndex and LangGraph frameworks, agentic RAG and a final benchmark assignment.

Who it is for

For people who want to go from the idea of an agent to a graded final project.

How to start

  1. Sign up on the course page hf.co/learn/agents-course
  2. Complete Unit 0 for the intro and setup
  3. Work through the units: fundamentals, then frameworks, then agentic RAG

Steps are taken from the README. Check the current version in the repository before running them.

Stars over the last 30 days

+1,016Sep 6 — Oct 5
32,18033,196

Author's description

This repository contains the Hugging Face Agents Course.

Shubhamsaboo

awesome-llm-apps

Growing fastest

A large collection of ready-made LLM apps: agents, RAG systems and skills for coding agents. Every template can be run and taken apart piece by piece.

141Kstars+4.8K in 30 dPython

A free 21-lesson Microsoft course that goes from generative AI basics and prompting to working applications. Each lesson ships with code.

121Kstars+2K in 30 dJupyter Notebook

Code for Sebastian Raschka's book: you build a GPT-like model in PyTorch step by step, then pretrain and finetune it. The best way to see how an LLM works inside.

106Kstars+1.8K in 30 dJupyter Notebook

3b1b

manim

An animation engine Grant Sanderson uses to make 3Blue1Brown videos, including the well-known neural network ones. It is not an AI library but a tool for explaining math and ML visually.

95Kstars+1.5K in 30 dPython

A 12-week course on classic machine learning: 26 lessons and 52 quizzes. The foundation that makes modern models easier to understand.

91Kstars+1.2K in 30 dJupyter Notebook

mlabonne

llm-course

A three-part LLM roadmap: fundamentals, the LLM Scientist (building models) and the LLM Engineer (building apps). Topics come with Colab notebooks.

83Kstars+1.1K in 30 d