Math Topic Source Simple Linear Regression Basics about doing Linear Regression Probability Bayes Theorem Basics about Bayes theorem in Probability Binomial Distribution Understanding basics behind Binomial distribution Doing Gradient Descent Understanding basics on Gradient Descent Essence of Calculus Series on …

Math & ML Title Source Deep Learning Deep Learning MIT Press Neural Networks Make Your Own Neural Network Statistics Basics Head First Statistics Statistics for ML Introduction to Statistical Learning Programming Topic Source Algorithms Grokking Algorithms C++ C++ Primer Go Effective Go Kubernetes Kubernetes …