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

Week 10

Spring break!

Week 11

Grammar of Data

Relational Data and Joins

SQL

Week 12

Unstructured Data

Week 13

Web APIs

Regular Expressions

Week 14

Web Scraping

Functionals

S3 Object Programming

Week 15

R Packages

Rcpp

Week 16

Dates and Times

Spatial Data