Surprisingly Simple · Math for Machine Learning
Sixty short lessons that take math you already know and wire each piece to the machine-learning technique it actually powers. Every lesson has a worked example and a small tweak to try yourself. Start with seven quick warm-ups to reactivate the algebra, linear algebra, and calculus the course leans on — then go at whatever pace fits. Everything's open.