This repository provides a visual cheatsheet and mindmap covering the breadth of Machine Learning topics including the data science process, data preprocessing, mathematics, algorithms, and deep learning. It is designed as a study and reference guide for ML concepts. The project includes companion Jupyter notebooks and an additional mindmap focused specifically on deep learning.