Readings

Week 1

Tools for Analysis

Literate Programming

Week 2

Git and GitHub

Week 3

Importing Data

Transforming Data

Week 4

Comparisons

  • Required Reading
    • Slides

Derived Variables

Week 5

Data Oddities

Loop the Loops

Week 6

Randomness

Linear Regression

Week 7

Bootstrap

Week 8

Exploratory Data Analysis

Tidy Data

Week 9

Shiny

Grammar of Data

Week 10