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

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

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 👇🏼

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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,…

12 Weeks, 24 Lessons, IoT for All!

stable diffusion webui colab

Companion webpage to the book "Mathematics For Machine Learning"

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Free MLOps course from DataTalks.Club

Kubernetes community content

Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely

Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术

An open-source, low-code machine learning library in Python

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

Code samples used on cloud.google.com

Reference models and tools for Cloud TPUs.

The "Python Machine Learning (3rd edition)" book code repository

Introduction to Deep Neural Networks with Keras and Tensorflow

A set of LLM Tutorials from my youtube channel

Jupyter notebooks in Russian. Introduction to Python, basic algorithms and data structures

A New, Interactive Approach to Learning Python

Code for each week's short video of Siraj Raval Course on Reinforcement Learning "AI for Video Games"

Samples for Industrial IoT Design Patterns