2020 Machine Learning Roadmap (GitHub Repo)
This repository contains a roadmap that connects the most important concepts in machine learning, how to learn them, and what tools to use to perform them. It covers the types of problems machine learning solves, the processes to solve these problems, the tools used to build the solution, and the mathematics behind machine learning. Extra resources are also provided. An interactive version and a feature-length film video walkthrough is available.