The book is designed for specialists in the field of Data Science who have some experience with the R programming language and have a preliminary concept of mathematical statistics. It presents in a convenient and easily accessible form key concepts from statistics that relate to data science, as well as explains which concepts are important and useful from the point of view of data science, which are less important and why.