A practical way to learn Pandas.

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 ;)

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Classical equations and diagrams in machine learning