Introduction to Data Science with R

Author

Florian Hartig, Lisa Hülsmann, Alexandra Koch, Magdalena Mair, and Maximilian Pichler

Published

March 1, 2024

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)