Faithin Omaha eBook Collection

The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textb

The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textb

This textbook provides a step-by-step introduction to the tools and principles of high-dimensional statistics. Each chapter is complemented by numerous exercise

This new title in the well-established "Quantitative Network Biology" series includes innovative and existing methods for analyzing network data in such areas a

The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and