This book contains the course contents for the Statistical Learning Seminar (psy112). We will explore and discuss the contents of the lecture in a practical way using Python.
🔁 Start here
A recap of regression models and how to implement them in Python.
🏋️ Practise
Each block of chapters ends with exercises. Try them before looking at the solutions.
Table of contents¶
Additional resources¶
An Introduction to Statistical Learning: The textbook from the lecture
MLU-Explain: Interactive explanations of core ML ideas
scikit-learn user guide: The reference for nearly every model in this book