Probability for Data Scientists provides students with a mathematically sound yet accessible introduction to the theory and applications of probability. Student

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

Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without ac

Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics r

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.