This repository contains a comprehensive machine learning reference document written in LaTeX, covering classical equations and diagrams across various ML algorithms and concepts. The compiled PDF serves as a quick recall guide for practitioners preparing for ML-related job interviews. It covers topics like regression, classification, neural networks, and other fundamental ML techniques.