Mathematics for Machine Learning

A basic understanding of mathematics helps explain how machine learning algorithms learn from data and optimize their performance. This notebook covers probability, statistics, linear algebra and calculus in depth, with clear explanations, solved examples, practice problems with answers and Python code for every topic.