Schedule
Week 01: Intro
Week 02: Data viz
Week 03: Data wrangle
Week 04: Probability
Week 05: Bootstrap + Data Ethics
Week 06: Sim-based testing
Week 07: Central Limit Theorem
Week 08: Two-sample-inference
Week 09: Linear models
Week 10: Multiple linear regression
Week 11: Classification + Text analysis
Week 12: Spatial data
Week 13: Web scraping + functions
Week 14
Week 15

Week 02: Data viz

Lectures ðŸ”—︎

Slides Videos Application Exercise (AE)
Monday Data and visualization Data and visualization AE 03: Visualizing Starwars
Wednesday Visualizing different types of data Visualizing different types of data AE 04: Airbnb in Edinburgh

Readings ðŸ”—︎

Ch 1: Look at Data Required
R for Data Science: Data visualization Required
The evolution of a ggplot Optional

Assignments ðŸ”—︎

Lab 02 due Wed, Sep 2 at 11:59p

Announcements ðŸ”—︎

Previous
Week 01: Intro