xiaoransun / ML4PS

Machine learning for psychologists: A gentle introduction

Machine learning for psychologists: A gentle introduction

Tal Yarkoni ([e-mail])

Contents

1. Introduction
2. A case study in linear regression
3. Overfitting and underfitting
4. Validation
5. Model selection
6. Dimensionality reduction