The "Essentials of Mathematical Statistics" book is designed for students studying probability and statistics. It covers topics like probability, random variables, distributions, summarizing data, hypothesis testing, regression, and more. The book includes exercises to practice different types of calculations and provides guidance on using software like Minitab, R, Excel, and TI-83/84 calculators. It aims to help students understand both the concepts and theories behind statistical methods.