Google Data Analytics Professional Certificate: Capstone Project
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Python Data Science Handbook: full text in Jupyter Notebooks
Build and share delightful machine learning apps, all in Python. ? Star to support our work!
Build your personal knowledge base with Trilium Notes
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 ;)
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
? Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Best Practices on Recommendation Systems
A neural network that transforms a design mock-up into a static website.
