Date  Topic  Reading  Notes  

Tue, Aug 30  Introduction to R / Rstudio [Slides]  RMarkdown cheatsheet, Try R  Gapminder template  
Thu, Sep 1  Introduction to git / GitHub [Slides]  Centralized git workflow  Try github  
Tue, Sep 6  Data types and Tidy data [Slides]  Grammar of Graphics  
Thu, Sep 8  More visualization [Slides]  AppEx  due 9/13 by 8 pm  
Tue, Sep 13  Data Visualization and Exploration, Lec. 1  Slides & Exercises  
Thu, Sep 15  Data Visualization and Exploration, Lec. 2  ggplot2 Documentation  HW 1  due 9/22 before class  
Tue, Sep 20  Data wrangling with dplyr [Slides]  dplyr Vignette, Data wrangling cheatsheet  Screencast  dplyr demos  
Thu, Sep 22  Data expeditions: baseball data  HW 2  due 9/29 before class  
Tue, Sep 27  The langauge of models [Slides]  AppEx  due 9/29 by 8 pm  
Thu, Sep 29  Recoding and transformations [Slides]  AppEx  due 10/04 by class  
Tue, Oct 4  Multiple Regression [Slides]  Midterm 1 out, due 10/9 by noon  
Thu, Oct 6  Model selection [Slides]  Screencast  stepwise selection Stepwise regession code 

Tue, Oct 11  Fall break  no class  
Thu, Oct 13  Prediction and Model Validation [Slides]  HW3  due 10/20 by 11 pm  
Tue, Oct 18  Work on HW3  
Thu, Oct 20  Probability [Slides]  
Tue, Oct 25  Hypothesis testing, Pt 1 [Slides]  AppEx  due 11/01 by 5 pm  
Thu, Oct 27  Hypothesis testing, Pt 2 [Slides]  
Tue, Nov 1  Inference for one variable [Slides]  
Thu, Nov 3  Inference for two variables [Slides]  Two variable inference code  
Tue, Nov 8  CLT based inference, Pt 1 [Slides]  HW4  due 

Thu, Nov 10  CLT based inference, Pt 2 [Slides]  
Tue, Nov 15  Inference for Regression [Slides]  HW4 Example Code  CLT Examples  mean, proportion  
Thu, Nov 17  Interactive visualizations with Shiny, Pt. 1  Code  Shiny Code Pt. 1  Screencast  Shiny Pt. 1  
Tue, Nov 22  Interactive visualizations with Shiny Pt. 2  Code  Shiny Code Pt. 2  Screencast  Shiny Pt. 2  
Thu, Nov 24  Thanksgiving break  no class  
Tue, Nov 29  Strings and Regular Expressions [Slides]  RegEx Cheat Sheet and stringr  Testing RegExs AppEx (Pt. 1)  due 12/6 by 5pm 

Thu, Dec 1  Web Scraping data, Pt. 1 [Slides]  rvest and Selectorgadget  Midterm 2 out, due Fri, 12/9 by 11:59 pm Example Code  rvest Screen cast  imdb w/ rvest 

Tue, Dec 6  Bayesian inference, Pt. 1  
Thu, Dec 8  Bayesian inference  Beta Binomial Code GP Slides 

Thu, Dec 15  Final project presentations (2  5 pm) 