|
Date |
Topic |
Reading |
Notes |
|
Mon, Aug 25 |
Introduction
|
|
Codeschool - Try R |
|
Wed, Aug 27 |
Using the Shell
[Slides]
|
|
|
|
Fri, Aug 29 |
Using and Configuring ssh
[Slides]
|
|
|
|
Mon, Sep 1 |
Using git and github
[Slides]
|
Git tutotials |
Git Cheat Sheet |
|
Wed, Sep 3 |
R data structures
[Slides]
|
Adv-R Data Structures |
R Markdown Cheatsheet |
|
Fri, Sep 5 |
R data structures cont.
|
stringr |
Homework 1, Matching Example |
|
Mon, Sep 8 |
Subsetting
[Slides]
|
Adv-R Subsetting |
|
|
Wed, Sep 10 |
Functions and Loops
[Slides]
|
Adv-R Functions |
|
|
Mon, Sep 15 |
Apply functions and Benchmarking
[Slides]
|
Adv-R Functionals |
|
|
Wed, Sep 17 |
Introduction to make
|
minimal make, Why use make |
Make example repo |
|
Mon, Sep 22 |
Web Scraping
|
|
Homework 2, Starbucks example repo |
|
Wed, Sep 24 |
Web Scraping cont.
|
|
rvest, SelectorGadget |
|
Mon, Sep 29 |
Spatial Data Types
[Slides]
|
|
Country GeoJSON |
|
Wed, Oct 1 |
Shapefiles and rgeos
[Slides]
|
Shapefiles Dimensionally Extended 9-Intersection Model |
HW2 Makefile Example |
|
Mon, Oct 6 |
Bigish data
[Slides]
|
|
Homework 3 |
|
Wed, Oct 8 |
dplyr
[Slides]
|
Vignettes |
|
|
Wed, Oct 15 |
Vectorization and Joins
[Slides]
|
|
hw3_merge_ex.R |
|
Mon, Oct 20 |
dplyr and SQL
[Slides]
|
dplyr database vignette |
How Indexes Work, SQL Intro |
|
Wed, Oct 22 |
SVM Example
|
|
HW3 Leader Board, School District Example (SVM) |
|
Mon, Oct 27 |
Graphs and Page Rank
|
|
HW4, Final Project, Page Rank Example |
|
Wed, Oct 29 |
Testing using testthat and Travis-CI
[Slides]
|
testthat article R Packages - testing chapter |
|
|
Mon, Nov 3 |
A brief tour of R package structure
[Slides]
|
Writing R Extensions R Packages |
|
|
Wed, Nov 5 |
Recursion
|
|
has_loop example |
|
Mon, Nov 10 |
Parallelization
[Slides]
|
parallel, doMC and foreach |
HW5 |
|
Wed, Nov 12 |
MapReduce
|
|
MapReduce example |
|
Mon, Nov 17 |
BLAS and LAPACK
[Slides]
|
parallel, doMC and foreach |
Matrix Multiply examples |
|
Wed, Nov 19 |
Rcpp
[Slides]
|
Rcpp.org |
|
|
Mon, Nov 24 |
HTCondor
[Slides]
|
Condor |
|