This repository contains the course materials for Data Science for Psychologists.
In preparation of the course, please see the guides on installing
To engage in workshops, either clone this repository to your computer or manually download it by clicking Code, and Download ZIP. Unzip the files to complete the exercises and view slides. If you download the materials manually then ensure you keep backups for any edited documents.
Exercises are organised by each chapter and contain the Quarto documents and rendered HTML files for the slides and exercises for each workshop. I will release answers to the exercises each week via Microsoft Teams.
Course Schedule
| Week | Meeting Date | Topic | Recording |
|---|---|---|---|
| 1 | Friday 3rd March | Getting Started | |
| 2 | Tuesday 7th March | Creating Graphs | |
| 3 | Tuesday 14th March | Transforming Data | |
| 4 | Thursday 23rd March | Tidying and Merging Data | |
| 5 | Tuesday 18th April | Core Statistics | |
| 6 | Tuesday 25th April | Open Science Practices | |
| 7 | Tuesday 2nd May | Multilevel Modelling | |
| 8 | Tuesday 9th May | Data Simulation and Power | |
| 9 | Tuesday 16th May | Bayesian Estimation and Model Comparison | |
| 10 | Tuesday 23rd May | Understanding Null Results |
This repository will be updated weekly with the content ahead of the workshop sessions.