Resources

Below are some helpful resources for machine learning:

Intro: Lab

In this lab, we explore how to build our own Python dictionaries and functions to store and summarize data. Using a national policing dataset, we examine the impact of policing on Black Americans. Click to view Colab Notebook

Python libraries

Reading the documentation pages for various libraries is standard practice.

numpy pandas matplotlib plotnine seaborn scikit-learn tensorflow

YT channels

3Blue1Brown Computerfile Veritasium others?

Live coding

I find it quite helpful to watch people live code as you follow along as they logic their way through a problem. Do some searching for tutorials and once you find a host you like, binge all their content.

textbooks

There are quite a few textbooks out there.