General Overview
Syllabus
Key Facts
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Lectures
1 - Shell I
2 - Shell II
3 - Git I
4 - Git II
5 - Markdown
6 - SQL I
7 - SQL II
8 - R and RStudio
9 - R Data Types
10 - Flow, Functions
11 - R Data I/O
12 - data.table
13 - dplyr
14 - Big Data / Parallel
15 - Efficient R I
16 - Efficient R II
17 - Visualization I
18 - Visualization II
19 - Shiny Dashboards
20 - Packages I
21 - Packages II
22 - Rscript and r
23 - Docker I
24 - Docker II
25 - C++ I
26 - C++ II
27 - Rcpp I
28 - Rcpp II
29 - Rcpp III
30 - Recap
Schedule
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Reading Material
Code + Data Snippets
Frequently Asked Questions
Changelog
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DSPM
>
Lectures
> 18 - Visualization II
Overview
Core Material
Additional Resources
18 - Visualization II
Overview
ggplot2
Core Material
Slides
Video 22: ggplot2
and
R Code
Chapter 12: Graphics
in Matloff,
Art of R Programming
, 2011.
Chapter 7: Statistical Graphics
in Lander,
R for Everone
, 2017.
Chapter 22: Graphics for Communication with ggplot2
in Wickham + Grolemund,
R for Data Science
, 2016.
Additional Resources
Kieran Healy ‘Data Visualization’
book and site