Cambridge University Press Cambridge Intro to Probability and Statistics for Data Science

Master the foundations of data science with Introduction to Probability and Statistics for Data Science from Cambridge University Press. This textbook provides a comprehensive course in the fundamental concepts, methods, and theory of statistics. It is designed specifically for students in statistics, data science, biostatistics, engineering, and physical science programs. The book helps students understand, use, and build upon modern statistical techniques to solve complex problems. By developing methods from both intuitive and mathematical angles, the authors explain how and why these methods work using simple examples. For more advanced learning, the text includes complicated examples that incorporate real data and R code to demonstrate practical applications in professional settings.