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Stat GU4243/GR5243 Applied Data Science

Fall 2022 - Teaching Materials (Syllabus)

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

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

(starter codes)

Week 1 (Sep 7)

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

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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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