Books Introduction to Probability and Statistics for Data Science: With R Book by Douglas C. Montgomery, Ronald Fricker, and Steven E. Rigdon

"Introduction to Probability and Statistics for Data Science: With R" by Douglas C. Montgomery, Ronald Fricker, and Steven E. Rigdon is a modern textbook designed to teach students how to understand, use, and build on contemporary statistical techniques tailored for complex data problems. The authors approach methods both intuitively and rigorously, emphasizing practical application using the R statistical software.

The book covers foundational topics including descriptive statistics, probability theory, random variables, common probability distributions, statistical inference, regression models, and introduces statistical modeling and machine learning concepts. It integrates numerous real-world examples and R code to apply techniques on data sets, helping readers gain hands-on experience.

Organized into chapters that build progressively, the text equips learners to navigate data science challenges with solid statistical foundations and R tools. It balances theory with applied skills in probability, statistics, and data analysis, specifically geared toward data science contexts.

The book is intended for students and practitioners looking to strengthen their statistical knowledge and computational skills in R for data-driven decision-making.