Author: Charu C. Aggarwal
Summary: This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the book. A solution manual for the exercises at the end of each chapter is available to teaching instructors. This textbook targets graduate-level students and professors in computer science, mathematics and data science. Advanced undergraduate students can also use this textbook.