Linear algebra forms the mathematical backbone of data science and machine learning algorithms. This comprehensive tutorial covers essential linear algebra concepts, from basic matrix operations to ...

This repository is a work in progress. Section 1.1: Vectors and Linear Combination - How linear combination operates. How to think geometrically about vectors. Section 1.2: Lengths and Dot Products - ...

Abstract: The book consists of three parts. Part 1 focuses on vectors and their manipulation. Vector algebra, linear functions, linearization, inner products, norms, linear independence, the concept ...