Justin Skycak presents a 4-stage roadmap to transition from high school math to cutting-edge ML/AI. It begins with foundational math, progresses to classical machine learning, then deep learning, and culminates with cutting-edge ML. Each stage details essential knowledge and resources, highlighting Justin's contributions and other prominent materials.