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Statistics and scientific computing with Python

General statistics, mathematical programming, and numerical/sceintific computing scripts and notebooks in Python

Set Algebra basics

Permutations and Combinations

Probability distributions (Discrete)

Linear Regression Methods

R-style Statistical functions written using Python

Articles

Check out this article I wrote on Medium: Essential Math for Data Science.

Check out this article I wrote on Medium about "How to write your favorite R functions — in Python?"

Check out this article I wrote on Medium about "Mathematical programming — a key habit to build up for advancing in data science?"