Notes Links Due
Sign up for ed
Introduce yourself to your classmates
Sign up for Gradescope You have been added to the course automatically.
Introduce yourself to your professor and TA. Sep 27, 11:59 pm
Getting to Know the Course Website     Take time go over the contents of this website, especially read the policies section. Do not forget to bookmark introdata.science.
Download VPN     Use the instructions to download VPN so that you can access resources that are only available on the campus network if you live off campus.
Download and install R     Yes, you do need to download and install unless you have the latest version. Sept 27, 09:00 am
Download and install RStudio     Yes, you do need to download and install unless you have the latest version. Download the free Desktop version. Sept 27, 09:00 am
Sign up for GitHub Sept 27, 09:00 am
Git/GitHub setup   Sept 27, 09:00 am


Notes Links Due
hello woRld Introduction to R, R Markdown, Git/GitHub
hello woRld Quiz Sep 28, 11:59 pm
Describing Data with Numbers
Describing Data Quiz Sep 30, 11:59 pm
Reading from IMS book Section 1.2.1
Homework 1 In the weekly repo. Oct 4, 2:00 pm


Notes Links Due
Data Visualization: Part I
Data Visualization: Part I Quiz Oct 5, 11:59 pm
Data Visualization: Part II
Data Visualization: Part II Quiz Oct 7, 11:59 pm
Reading from MDSR book Chapters 2 & 3
Homework 2 In the weekly repo. Oct 11, 2:00 pm


Notes Links Due
Data Wrangling: Part I
Data Wrangling: Part I Quiz Oct 12, 11:59 pm
Data Wrangling: Part II
Data Wrangling: Part II Quiz Oct 14, 11:59 pm
Reading from MDSR book Chapters 4 & 5
Homework 3 In the weekly repo. Oct 18, 2:00 pm


Notes Links Due
Working with Strings and Dates
Working with Strings and Dates Quiz Oct 19, 11:59 pm
Good Workflow Practices
Good Workflow Quiz Oct 21, 11:59 pm
Reading from R4DS book Chapters 14 & 16
Homework 4 In the weekly repo. Oct 25, 2:00 pm
Final project proposal In the weekly repo. Nov 5, 11:59 pm


Notes Links Due
Hands-on Final Project work
Web scraping
Web scraping Quiz Oct 28, 11:59 pm
Homework 5 In the weekly repo. Nov 1, 2:00 pm
Final project proposal In the weekly repo. Nov 5, 11:59 pm


Notes Links Due
Sampling and Study Design
Reading from IMS book Chapter 2
Sampling and Study Design Quiz Nov 2, 11:59 pm
Confidence Intervals
Confidence Intervals Quiz Nov 4, 11:59 pm
Homework 6 In the weekly repo. Nov 8, 2:00 pm
Final project proposal In the weekly repo. Nov 5, 11:59 pm

Notes Links Due
Teammate evaluation Nov 9, 11:59 pm
Simple Linear Regression
Reading from IMS book Chapter 7
Simple Linear Regression Quiz Nov 9, 11:59 pm
Multiple Linear Regression
Reading from IMS book Chapter 8
Multiple Regression Quiz Nov 12, 11:59 pm
Homework 7 In the weekly repo. Nov 15, 2:00 pm


Notes Links Due
Transforming Data
Transformations Quiz Nov 16, 11:59 pm
Logistic Regression
Reading from IMS book Chapter 9
Logistic Regression Quiz Nov 18, 11:59 pm
Homework 8 In the weekly repo. Nov 22, 2:00 pm


Notes Links Due
Model Evaluation and Validation
Model Evaluation Quiz Nov 23, 11:59 pm
Making Presentations using xaringan


Notes Links Due
Final Project Submission In Week 10 repo. Dec 10, 1:30 pm
Final Project Presentation In class Dec 10, 1:30 - 3:30 pm