Python - 100天从新手到大师

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

12 Lessons to Get Started Building AI Agents

Python Data Science Handbook: full text in Jupyter Notebooks

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

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

10 Weeks, 20 Lessons, Data Science for All!

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

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

The fastai book, published as Jupyter Notebooks

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

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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

Anthropic's educational courses

A collection of various deep learning architectures, models, and tips

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

Examples and guides for using the Gemini API

Companion webpage to the book "Mathematics For Machine Learning"

FinRL®: Financial Reinforcement Learning. 🔥

Practice your pandas skills!

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

this repository accompanies the book "Grokking Deep Learning"

Sweep: AI coding assistant for JetBrains

Visualizations for machine learning datasets

The "Python Machine Learning (2nd edition)" book code repository and info resource