21 Lessons, Get Started Building with Generative AI

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

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

A latent text-to-image diffusion model

Examples and guides for using the OpenAI API

Learn how to design, develop, deploy and iterate on production-grade ML applications.

12 Lessons to Get Started Building AI Agents

12 Weeks, 24 Lessons, AI for All!

🔊 Text-Prompted Generative Audio Model

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

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

Course Files for Complete Python 3 Bootcamp Course on Udemy

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

The fastai book, published as Jupyter Notebooks

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…

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

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…

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Code for Machine Learning for Algorithmic Trading, 2nd edition.

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…

A multi-voice TTS system trained with an emphasis on quality

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Free MLOps course from DataTalks.Club

The "Python Machine Learning (1st edition)" book code repository and info resource

Learn ML engineering for free in 4 months! Register here 👇🏼

PyTorch code and models for the DINOv2 self-supervised learning method.

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

This repository contains demos I made with the Transformers library by HuggingFace.