Probability and Statistics for Data Science: Math + R + Data covers "math stat"—distributions, expected value, estimation etc.—but takes the phrase "Data Sc

This book provides an undergraduate introduction to analysing data for data science, computer science, and quantitative social science students. It uniquely com

"Probability is one of the most interesting subjects in electrical engineering and computer science. It bridges our favorite engineering principles to the pract

This book is a fresh approach to a calculus based, first course in probability and statistics, using R throughout to give a central role to data and simulation.

High-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to quantify uncertainty in