Stat GU4243/GR5243 Applied Data Science

Fall 2021 - Teaching Materials (Syllabus)

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

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

(starter codes)

Week 1 (Sep 15)

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

Week 2 (Sep 22)

Week 3 (Sep 29)

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Shortcuts: Project 1 | Project 3 | Project 4

Project cycle 2: Shiny App Development

Week 3 (Sep 29)

Week 4 (Oct 6)

Week 5 (Oct 13)

Week 6 (Oct 20)

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Shortcuts: Project 1 | Project 2 | Project 4

Project cycle 3: Predictive Modeling

Week 6 (Oct 20)

Week 7 (Oct 27)

Week 8 (Nov 3)

Week 9 (Nov 10)

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Shortcuts: Project 1 | Project 2 | Project 3

Project cycle 4: Algorithm implementation and evaluation

Week 9 (Nov 10)

Week 10 (Nov 17)

Thanksgiving Break

Week 11 (Dec 1)

Week 12 (Dec 8)

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