Introduction to Data Science with R
Preface
Material for a first 1-week course in Data Science, taught at the University of Regensburg.
Day 1: Getting started, descriptive statistics
Day 2: Hypothesis tests
Day 3: Linear regression (simple, multivariate)
Day 4: Generalised linear models (GLM), Multivariate statistics
Day 5: Machine Learning, Data organisation
Link to the UR GRIPS course here (requires UR account)