Introduction to Data Science with R

Author

Florian Hartig, Melina de Souza Leite, Lisa Hülsmann, Alexandra Koch, Magdalena Mair, and Maximilian Pichler

Published

March 1, 2025

Preface

Material for a introductory 1-week course in Data Science, taught at the University of Regensburg.

  • Day 1: Getting started with R and descriptive statistics

  • Day 2: Graphics and statistical inference

  • Day 3: Hypthesis testing and linear regression (simple, multiple)

  • Day 4: Generalised linear models (GLM) and multivariate statistics

  • Day 5: Data science skills, data analysis projects workflow, and predictive modeling

Link to the UR GRIPS course here (requires UR account)