|
Date |
Topic |
Reading |
Notes |
|
Mon, Aug 24 |
Introduction
[Slides]
|
Codeschool - Try R |
|
|
Wed, Aug 26 |
Using ssh and the shell
[Slides]
|
Code Academy - Learn the command line |
|
|
Fri, Aug 28 |
Using git and github
[Slides]
|
Centralized git workflow, Try github |
|
|
Mon, Aug 31 |
Control flow in R
[Slides]
|
R style guides - Google & Hadley |
Homework 0 - due Sat 9/5 by 2 pm |
|
Wed, Sep 2 |
TA Lecture - Michael Lindon
[Slides]
|
|
|
|
Mon, Sep 7 |
Pull Requests
|
Pull Requests on Github |
Screencasts - Pull Requests, Issues |
|
Wed, Sep 9 |
R data structures
[Slides]
|
Adv-R Data Structures |
|
|
Fri, Sep 11 |
R data structures cont.
|
|
Homework 1 - due Sat 9/26 by 2 pm |
|
Mon, Sep 14 |
Subsetting
[Slides]
|
Adv-R Subsetting |
|
|
Wed, Sep 16 |
Unit tests using testthat
[Slides]
|
testthat - article, R Pkgs Testing |
|
|
Mon, Sep 21 |
Apply functions and Benchmarking
[Slides]
|
Adv-R Functionals |
|
|
Wed, Sep 23 |
Vectorization & Recursion
[Slides]
|
|
|
|
Mon, Sep 28 |
Web Scraping
[Slides]
|
rvest and Selectorgadget |
Homework 2 - due Wed 10/14 by 12 am |
|
Wed, Sep 30 |
Web Scraping (cont.)
|
|
Screencast - Scraping APIs, Code |
|
Fri, Oct 2 |
Introduction to make
[Slides]
|
minimal make, Why use make |
Screencast - HW2 Makefile |
|
Mon, Oct 5 |
Regular expressions and stringr
[Slides]
|
RegEx Cheat Sheet and stringr |
Testing RegExs |
|
Wed, Oct 7 |
Putting it together
|
|
Screencast - Scraping IMDB |
|
Tue, Oct 13 |
Bigish data
[Slides]
|
|
Homework 3 - due Sat 10/31 by 2 pm
Screencast - dplyr |
|
Fri, Oct 16 |
Spatial Data in R
[Slides]
|
|
Country GeoJSON |
|
Mon, Oct 19 |
GIS in R
[Slides]
|
Data Wrangling Cheat Sheet |
Screencasts - intersections, pluto |
|
Wed, Oct 21 |
dplyr and SQL
[Slides]
|
dplyr database vignette |
How Indexes Work, SQL Intro |
|
Mon, Oct 26 |
Rasters and Boundaries
|
raster vignette |
Screencast - rasters and boundaries |
|
Wed, Oct 28 |
SQL and RSQLite
[Slides]
|
|
HW3 Scoreboard |
|
Mon, Nov 2 |
Approximate Bayesian Computation
|
|
Homework 4 - due Sat 11/14 by 2 pm |
|
Wed, Nov 4 |
Shiny
|
Shiny Documentation |
Screencast - Jelly Bean app |
|
Mon, Nov 9 |
Parallelization
[Slides]
|
parallel, doMC and foreach |
|
|
Mon, Nov 9 |
Parallelization
[Slides]
|
parallel, doMC and foreach |
|
|
Wed, Nov 11 |
Profiling
|
Adv. R, Profvis |
Screencast - Profiling |
|
Mon, Nov 16 |
MapReduce
|
|
MapReduce example |
|
Wed, Nov 18 |
Rhipe & Hadoop
|
Rhipe tutorial |
Homework 5 - due Sat 12/05 Mon 12/07 by 2 pm
Screencast - Rhipe |
|
Fri, Nov 20 |
Spark
|
SparkR |
Screencast - SparkR |
|
Sat, Dec 5 |
Final Exam Out
|
|
|
|
Sat, Dec 12 |
Final Exam Due by 10 pm
|
|
|