Week 1

Monday, Jan 26

Course Introduction & Statistical Computing
Slides Slides (PDF)

Wednesday, Jan 28

Data Visualization I: Principles
Reading Slides Slides (PDF) Activity

Thursday, Jan 29 9:00am

Problem Set 0 Released
Problem Set 0

Resources

Week 2

Monday, Feb 2

Data Visualization II: Plotting with ggplot2
Reading Slides Slides (PDF)

Wednesday, Feb 4

Data Visualization III: Advanced ggplot2 and customization
Reading Slides Slides (PDF)

Thursday, Feb 5 9:00am

Problem Set 0 Due, Problem Set 1 Released
Problem Set 1

Resources

  • None this week

Week 3

Monday, Feb 9

Data Wrangling and asking good questions
Reading Slides Slides (PDF) Activity (instructions) Activity (download)

Wednesday, Feb 11

Animation and interactivity
Reading Slides Slides (PDF)

Thursday, Feb 12 9:00am

Problem Set 1 Due, Problem Set 2 Released
Problem Set 2

Resources

  • None this week

Week 4

Monday, Feb 16

Data types and more wrangling
Slides Slides (PDF)

Wednesday, Feb 18

Joins and reshaping data
Reading Slides Slides (PDF) Activity

Thursday, Feb 19 9:00am

Problem Set 2 Due, Problem Set 3 Released
Problem Set 3

Resources

  • None this week

Week 5

Monday, Feb 23

Spatial data I
Reading Slides Slides (PDF)

Wednesday, Feb 25

Spatial data II
Reading Slides Slides (PDF) Activity (Download)

Thursday, Feb 26 9:00am

Problem Set 3 Due, Problem Set 4 Released
Problem Set 4

Resources

Week 6

Monday, Mar 2

shiny I (Project I Groups Assigned)
Reading Slides Project I Groups

Wednesday, Mar 4

shiny II (Project I Instructions Released)
Reading Slides Project I Instructions

Thursday, Mar 5 9:00am

Problem Set 4 Due

Resources

  • None this week

Week 7

Monday, Mar 9

Different classes in R
Slides

Wednesday, Mar 11

Project 1 Work Day
Slides

Resources

  • None this week

Week 8

Monday, Mar 16

string manipulation and regular expressions
Reading Slides Activity (Download)

Wednesday, Mar 18

Project 1 Peer Feedback Day (Project 1 DRAFT due)
Project I Peer Feedback

Friday, Mar 20

Project I Written Peer Feedback Due (10pm)

Resources

  • None this week

Week Spring Break

Saturday, Mar 21 - Sunday, Mar 29

No Class

Resources

  • None this week

Week 9

Monday, Mar 30

Control flow
Slides Activity (Download)

Wednesday, Apr 1

Functions
Slides Activity (Download)

Sunday, Apr 5

Project I Final Product and Data Scientist Statement Due (10pm)

Resources

  • None this week

Week 10

Monday, Apr 6

Iteration: loops and functional programming
Slides

Tuesday, Apr 7 9:00am

Problem Set 5 Released
Problem Set 5

Wednesday, Apr 8

Parallel computing, ethics, and generative AI
Reading Slides

Resources

  • None this week

Week 11

Monday, Apr 13

Ethics and generative AI

Tuesday, Apr 14 9:00am

Problem Set 6 Released

Wednesday, Apr 15

R packages: introduction (Problem Set 5 Due at 10pm)

Resources

  • None this week

Week 12

Monday, Apr 20

R packages: documentation + testing

Tuesday, Apr 21 9:00am

Project 2 Released

Wednesday, Apr 22

R packages: dissemination (Problem Set 6 Due at 10pm)

Resources

  • None this week

Week 13

Monday, Apr 27

Project II Work Day

Wednesday, Apr 29

Building your data science portfolio

Resources

  • None this week

Week Finals

Wednesday, May 13 1pm - 4pm

Final Project Presentations

All projects materials due at noon, presentations starting at 1pm.


Resources

  • None this week
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