Stat GU4243/GR5243 Applied Data Science

Fall 2023 - 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 (September 5)

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

Week 2 (September 11)

Recap on last week
Overview of starter codes
An example R notebook on presidential speeches (HTML)
Interactive Word Cloud
Intro to word2vec slides | R Notebook tutorial for word2vec | Jupyter Notebook Tutorial for word2vec
Submission and presentation for project 1
Discussion and Q&A