21 Lessons, Get Started Building with Generative AI

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

A latent text-to-image diffusion model

Examples and guides for using the OpenAI API

12 Lessons to Get Started Building AI Agents

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

This is a repo with links to everything you'd ever want to learn about data engineering

🔊 Text-Prompted Generative Audio Model

Google Research

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Anthropic's Interactive Prompt Engineering Tutorial

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Course Files for Complete Python 3 Bootcamp Course on Udemy

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security,…

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

A game theoretic approach to explain the output of any machine learning model.

The fastai book, published as Jupyter Notebooks

A simple screen parsing tool towards pure vision based GUI agent

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

A guidance language for controlling large language models.

Neural Networks: Zero to Hero

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Instruct-tune LLaMA on consumer hardware

Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph