List of Data Science Cheatsheets to rule the world
Python Data Science Handbook: full text in Jupyter Notebooks
?????? Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
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 ;)
⛔️ 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
Turns Data and AI algorithms into production-ready web applications in no time.
VIP cheatsheets for Stanford's CS 229 Machine Learning
A neural network that transforms a design mock-up into a static website.
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
