Stat GU4243/GR5243 Applied Data Science

Fall 2022 - Teaching Materials (Syllabus)

Shortcuts: Project 1 | Project 2 | Project 3 | Project 4 | Project 5

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Project cycle 1: (Individual) R notebook for exploratory data analysis

(starter codes)

Week 1 (Sep 7)

• Introduction to ADS
• Project 1 description(Github Classroom Link)
• Tutorial 1 R Notebook + Example: Repo | Knitted HTML R Notebook | Presentation + More Examples: Repo1, Repo2, Repo3, Repo4
• A tutorial on GitHub

Week 2 (Sep 14)

• Recap on last week
• Overview of starter codes
• An example R notebook on presidential speeches (HTML)
• Interactive Word Cloud
• Submission and presentation for project 1
• Discussion and Q&A

Week 3 (Sep 21)

• Project 1 presentations.

Finished student projects

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Shortcuts: Project 1 | Project 3 | Project 4 | Project 5

Project cycle 2: Shiny App Development

(starter codes)

Week 3 (Sep 21)

• Project 2 starts.
  • Check Piazza for your project team and GitHub join link.
  • After you join project 2, you can clone your team's GitHub repo to your local computer.
  • You can find in the starter codes:
    • the project description,
    • an example toy shiny app.