Examples and guides for using the OpenAI API

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 👇🏼

🔊 Text-Prompted Generative Audio Model

⛔️ 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.

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

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

💿 Free software that works great, and also happens to be open-source Python.

StableLM: Stability AI Language Models

Companion webpage to the book "Mathematics For Machine Learning"

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

Practice your pandas skills!

LAVIS - A One-stop Library for Language-Vision Intelligence

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

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Overview and tutorial of the LangChain Library

A collection of examples that show how to use CrewAI framework to automate workflows.

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

A Bulletproof Way to Generate Structured JSON from Language Models

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Solve puzzles. Improve your pytorch.

A crash course in six episodes for software developers who want to become machine learning practitioners.

A repo for data science related questions and answers

🪼 a python library for doing approximate and phonetic matching of strings.

This is a workshop designed for Amazon Bedrock a foundational model service.

Source code for my collection of articles on using pandas.