In recognition of Martin
Luther King Jr. Day, there will be no class on Monday
January 15th, 2024. There is an assignment due before class to
install
software and we recommend completing HW 1 (uploading a screenshot
showing that you finished the Dataquest module indicated below) before
class, but all other assignments will be due January 24th at 11:59pm ET.
You are welcome to turn assignments in earlier if you wish.
Day Overview
1:30pm - 2:30pm |
Session 1 |
2:30pm - 2:40pm |
Break |
2:40pm - 3:40pm |
Session 2 |
3:40pm - 3:50pm |
Break |
3:50pm - 5:00pm |
Session 3 |
Note: Timing is approximate
Detailed Schedule + Materials
Day
0 |
Homework 1 |
|
Dataquest |
|
|
Day
1 |
Intro |
HTML, PDF |
Rmd |
|
Day 1
Cheatsheet |
|
RStudio |
HTML, PDF |
Rmd |
Lab, Key, Key HTML |
|
|
Basic R |
HTML, PDF |
Rmd |
Lab, Key, Key HTML |
|
Day
2 |
Basic R (cont.) |
HTML, PDF |
Rmd |
Lab, Key, Key HTML |
Day 2
Cheatsheet |
|
Reproducibility |
HTML, PDF |
Rmd |
Lab, Key,
Key
HTML |
Good scientific
coding practices |
|
Data Input |
HTML, PDF |
Rmd |
Lab, Key, Key HTML |
Debugging
tips guide |
Day
3 |
Subsetting Data in R |
HTML,
PDF |
Rmd |
Lab,
Key,
Key
HTML |
Day 3
Cheatsheet |
|
Homework 2 |
|
Rmd, HTML, Key, Key HTML |
|
|
Day
4 |
Data Summarization |
HTML, PDF |
Rmd |
Lab,
Key,
Key
HTML |
Day 4
Cheatsheet |
|
Data Classes |
HTML, PDF |
Rmd |
Lab, Key, Key
HTML |
|
Day
5 |
Data Cleaning |
HTML,PDF |
Rmd |
Lab, Key, Key
HTML |
Day 5
Cheatsheet |
|
Project Guidelines |
HTML, Rmd |
Example RMD, Example
HTML |
Instructions |
|
Day
6 |
Manipulating Data in R |
HTML,
PDF |
Rmd |
Lab,
Key,
Key
HTML |
Day 6
Cheatsheet |
|
Intro to Data Visualization |
HTML,
PDF |
Rmd |
Lab,
Key,
Key
HTML |
|
|
Homework 3 |
|
Rmd, HTML, Key, Key HTML |
|
|
Day
7 |
Data Visualization |
HTML, PDF |
Rmd |
Lab,
Key,
Key
HTML |
Day 7
Cheatsheet |
|
Factors |
HTML, PDF |
Rmd |
Lab, Key, Key HTML |
|
Day
8 |
Statistics |
HTML, PDF |
Rmd |
Lab, Key, Key HTML |
Day 8
Cheatsheet |
|
Data Output |
HTML, PDF |
Rmd |
Lab, Key, Key
HTML |
|
|
Project Guidelines |
HTML, Rmd |
Example RMD, Example
HTML |
Instructions |
|
Day
9 |
Functions |
HTML,
PDF |
Rmd |
Lab, Key, Key HTML |
Day 9
Cheatsheet |
|
Project Guidelines |
HTML, Rmd |
Example RMD, Example
HTML |
Instructions |
|