This course is offered by the Statistics department at UC Berkeley and is designed to follow the UC Berkeley course "Foundations of Data Science" (Data8).

The course will teach a broad range of statistical methods that are used to solve data problems. Topics will include group comparisons, standard parametric statistical models, multivariate data visualization, multiple linear regression and classification, classification and regression trees and random forests. Students will be introduced to the widely used R statistical language and they will obtain hands-on experience in implementing a range of statistical methods on numerous real world datasets.

Also see this news release about the course.