Python

Data Science from Scratch (ch5) - Statistics

Building tools to describe a data and find relationships

Data Science from Scratch (ch4) - Linear Algebra

Building tools for working with vectors and matrices from scratch

Making sense of matplotlib

Visualizing Data in Python

Data Science from Scratch (ch1)

Problem solving in Python

Data Science from Scratch (ch2)

Survey of python features relevant for Data Science