PSYC 201B
Schedule
Final Project
Open Datasets
Glossary
Guides & Resources
Git & Github
Github Classroom
Python Resources
Mathematical Notation Reference
Common Formulas Reference
Anonymous Feedback
Previous course versions
Week 3
Overview
Site Updates:
Week 10 Slides
Week 1
Overview
“Pre-flight” Lab Setup
Python Fundamentals
Polars (dataframes) Crash Course
Week 2
Overview
Seaborn (plotting) Crash Course
EDA Workflows
Week 3
Overview
Week 4
Overview
Simulation & Bootstrapping
Permutation & Cross-Validation
Week 5
Overview
Week 6
Overview
Regression Basics
Categorical Predictors
Week 8
Overview
Week 9
Overview
Week 10
Overview
On this page
Overview
Learning Goals
Slides
Materials
Mentioned References
Week 3
Overview
Week 3
Overview
Learning Goals
Review HW 1
Iron out remaining Python confusions
Bias, Variance, and Model Comparison
Slides
Tip
Slides Wed Jan 22
Materials
Caution
📚 HW1 (we’ll update to get solutions together)
Github Classroom Assignment
Mentioned References
The Bias Variance Tradeoff