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