Readings

Week 1

Tools for Analysis

Literate Programming

Week 2

Git and GitHub

Working with Data

Transforming Data

Week 3

Derived Variables

Data Oddities

Week 4

Linear Regression

Randomness

Week 5

Hypothesis Testing

Loop the Loops

Week 6

Exploratory Data Analysis

Tidy Data

Week 7

Week 8

Grammar of Data and Merging Data

Week 9

Databases

Week 10

Web APIs

Week 11

Web Scraping

Functionals

Week 12

Week 13

Shiny

Week 15

Spatial Data

Dates and Times

Week 16