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Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

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Stat GR5243 Applied Data Science

Spring 2018 - Teaching Materials (Syllabus)


Project cycle 1: (Individual) R notebook on presidential addresses

(starter codes)

Week 1 (1/17)

Week 2 (1/24)


Project cycle 2: Shiny App Development

(starter codes)

Week 3 (1/31)

  • Project 1 presentations
  • 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
      • a short tutorial to get you started.

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Teaching repo for Applied Data Science @ Columbia, a project-based course for data science skills (statistical thinking, machine learning, data engineering, team work, presentation, endurance of frustration, etc).

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