Quick Introduction to AI Mathematics

Source: “The Map of Mathematics” — Domain of Science (YouTube)

Welcome to the Maths & Statistics Full Course

Instructions

To complete this course, simply:

1. Watch each lesson's video.
2. Expand the chapters to access explanations and exercises.
3. Take notes and try the practice tasks.

Your understanding of AI begins here.

Chapter 1: Linear Algebra Essentials

Chapter 2: Probability & Statistics Basics

Chapter 3: Calculus for Machine Learning

Chapter 4: Optimization & Numerical Methods

Summary

Continue your learning journey with our Skill-Based Roadmaps or explore career paths via Role-Based Roadmaps.