Mathematical Methods in Data Science

Mathematical Methods in Data Science covers a broad range of mathematical tools used in data science, including calculus, linear algebra, optimization, network analysis, probability and differential equations. Based on the authors'' recently published and previously unpublished results, this book introduces a new approach based on network analysis to integrate big data into the framework of ordina...