Probability and Statistics

Probability and Statistics is probably the most important part about data science.

Introduction

Introduction gives an introduction into probability.

Bayesian Inference

Bayesian Inference is a powerful tool and allows us to update probabilities over and over again. Furthermore it allows us to write our first learning algorithms.