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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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ads_teaching's Introduction
Stat GU4243/GR5243 Applied Data Science
Spring 2020 - Teaching Materials (Syllabus )
Project cycle 1: (Individual) R notebook for exploratory data analysis
(starter codes )
Project cycle 2: Shiny App Development
(starter codes )
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.
Project cycle 3: Predictive Modeling
(starter codes )
Project 3 starts.
Check Piazza for your project team and GitHub join link.
After you join project 3, you can clone your team's GitHub repo to your local computer.
You can find in the starter codes
Project 3 submission and presentations
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