Basic mathematical concepts

As we saw in the previous sections, this main target audience of the book is developers who want to understand machine learning algorithms. But in order to really grasp the motivations and reason behind them, it's necessary to review and build all the fundamental reasoning, which includes statistics, probability, and calculus.

We will first start with some of the fundamentals of statistics.