This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the book. A solution

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay betw

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, opti

Linear algebra is a pillar of machine learning. You cannot develop a deep understanding and application of machine learning without it. In this laser-focused Eb

Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes