The essential math skills you need in artificial intelligence and machine learning, including linear algebra, calculus, probability, and statistics. In this video, I break down why math matters for AI/ML, then walk you through the core math concepts you need to know, giving you a clear roadmap for your own studies. I’ll also share the free online resources that helped me along the way. RESOURCES MENTIONED Essence of Linear Algebra playlist: Essence of Calculus playlist: 3Blue1Brown: @3blue1brown Mathematics for Machine Learning Specialization: Khan Academy (Statistics & Probability): An Introduction to Statistical Learning (with R or Python): Mathematics for Machine Learning eBook: TIMESTAMPS 0:00 - Introduction 0:24 - Why Should You Even Learn Math for AI/ML? 1:05 - What Math Should You Actually Learn? (Roadmap) 4:35 - How to Learn It (Free Resources) #ai #datascience #machinelearning