This repository provides a hierarchical roadmap for mastering machine learning in approximately 6 months. It segments learning into five progressive levels, from foundational Python and data manipulation (NumPy, Pandas) through visualization to domain-specific practical skills and project work. Each section bundles YouTube video playlists, practice problem links, and external GitHub resources into a structured curriculum for self-directed learners.