Here’s a working list of resources for learning math, machine learning, programming, and other topics that I’ve found to be helpful, as well as save for my own future reference.

Math

Better Explained - A collection of math articles breaking down everything from convolutions to Euler’s Formula in incredibly intuitive ways

3Blue1Brown - YouTube channel with beautiful videos explaining linear algebra, differential equations, machine learning, and much more

Programming

Python

Introduction to Probablistic Progrmamming for Hackers - Textbook in Jupyter-notebook-form to get started with PyMC3 and probabilstic programming

Go

Getting Started with Go

Tips for Go in Production