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

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

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

Public facing notes page

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

TensorFlow Tutorials with YouTube Videos

An interactive data visualization tool which brings matplotlib graphics to the browser using D3.

An introduction to data science in Python, for people with no programming experience.

Tutorials for writing analytical scripts