Math

Linear Algebra

• The computational linear algebra for coders course is quite useful to get some practical linear algebra skills.
• The no bullshit quite to linear algebra is a easy and fun read.
• The MIT introduction to linear algebra course from Gilbert Strang is pretty accessible
• Great visualizations are in 3Blue1Brown Videos
• A more advanced summary is The Matrix Cookbook

Statistics

• the course inproving your statistical interference on coursera does a great job in clarifying p-values, bayesian vs. frequentist statistics and experimental design