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

Python Data Science Handbook: full text in Jupyter Notebooks

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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

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

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

Neural Networks: Zero to Hero

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

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

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

Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems by Antonio Gulli

NYU Deep Learning Spring 2020

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

Code repository for Deep Learning with Keras published by Packt

[Book-2021] Practical MLOps O'Reilly Book

An implementation of iPhone X's FaceID using face embeddings and siamese networks on RGBD images.

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

Numenta published papers code and data

Here Comes the AI Worm: Preventing the Propagation of Adversarial Self-Replicating Prompts Within GenAI Ecosystems

ThinkDepth.ai Deep Research