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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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Name		Name	Last commit message	Last commit date
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.idea		.idea
01-Spring2016		01-Spring2016
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CourseInfo		CourseInfo
Projects_StarterCodes		Projects_StarterCodes
Tutorials		Tutorials
.Rhistory		.Rhistory
.gitignore		.gitignore
README.md		README.md

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Stat GU4243/GR5243 Applied Data Science

Spring 2024 - 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 (January 15)

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 | An example on Jupyter Notebook
A tutorial on GitHub | Introduction to 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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