Cohen M Linear Algebra Intuition, Math, Code 2021

Textbook in PDF format

Linear algebra is the branch of mathematics concerned with vectors and matrices, their linear combinations, and operations acting upon them. Linear algebra has a long history in pure mathematics, in part because it provides a compact notation that is powerful and general enough to be used in geometry, calculus, differential equations, physics, economics, and many other areas.
The purpose of this book is to teach you how to think about and work with matrices, with an eye towards applications in machine learning, multivariate statistics, time series, and image processing. If you are interested in data science, quantitative biology, statistics, or machine learning and artificial intelligence, then this book is for you