Foundations of Data Science - Avrim Blum, Ravindran Kannan, John Hopcroft
This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important…