Probability and Statistics for Computer Science

Targeted at computer science undergraduates in their sophomore or junior years, this textbook provides an in-depth foundation in both qualitative and quantitative data analysis. It covers essential topics such as probability, random variables, and statistical methods, with a strong emphasis on machine learning techniques, equipping students with the necessary skills for advanced studies and practical applications in the field.