Week 0

Sep 22 -28

Getting Ready for STATS 6

		Notes	Links	Due
	Getting to Know the Course Website	Take time to go over the contents of this website, especially read the policies section. Do not forget to bookmark introdata.science.
	Get a GitHub username			Sep 26, 5:00 pm
	Introduce Yourself to the Teaching Team	The responses to this “quiz” will not be available to your classmates. The quiz is not timed.		Sep 26, 5:00 pm
	Get Your Tech Ready	The responses to this “quiz” will help us make sure that you are ready for the first class in terms of your tech needs. The quiz is not timed but it will take about half an hour to an hour to complete all the tasks.		Sep 26, 5:00 pm
	Syllabus Quiz			Sep 26, 5:00 pm

Week 1

Sep 29 - Oct 5

		Notes	Links	Due
	Introduction to STATS 6 and the Toolkit	Welcome!!!
	Reading	Chapter 1
	Reading	Section 1.2
	Describing Data with Numbers	Data Frames, Variables, and Descriptive Statistics
	Reading	Section 2.1
	Homework 1: First Steps with Data	In Week 1 repo		Oct 6, 9:25 am

Week 2

Oct 6 - 12

		Notes	Links	Due
	Data Representations: Part I	Data Visualization
	Reading	Chapter 3
	Data Representations: Part II	Accessible Visualizations, Data Verbalization, Sonification, and Tactualization
	Homework 2: Data Representations	In Week 2 repo		Oct 13, 9:25 am

Week 3

Oct 13 - 19

		Notes	Links	Due
	Data Wrangling: Part I	Pipe Operator, Subsetting Data Frames, Changing Variables
	Reading	Chapter 5
	Data Wrangling: Part II			Aggregating Data and Data Joins
	Reading	Chapter 13
	Homework 3: Data Wrangling	In Week 3 repo		Oct 20, 9:25 am

Week 4

Oct 20 - 26

		Notes	Links	Due
	Good Workflow Practices for Reproducible Data Science
	Reading on Reproducibility	by Roger Peng
	Working with Strings, Factors, and Dates
	Reading	Chapter 14, 15, and 16
	No Homework but Project Proposal	In Week 4 repo		Nov 5th at 5:00 pm

Week 5

Oct 27 - Nov 2

		Notes	Links	Due
	Web Scraping
	Midterm Policies
	Sample Midterm
	Sample Midterm Answers
	Midterm	In class		Oct 29th at 9:30 - 10:50 am
	Project proposal	Instructions in Week 4 repos		Nov 5th at 5:00 pm

Week 6

Nov 3 - Nov 9

		Notes	Links	Due
	Foundations for Statistical Inference
	Introduction to Bayesian Inference: The Beta-Binomial Model
	Reading	Sections 4.1, 4.2, 4.3
	Optional Reading	Chapters 3 and 4
	Homework 6: Bayesian Ideas	In Week 6 repo		Nov 10, 9:25 am
	Project proposal	Instructions in Week 4 repos		Nov 5th at 5:00 pm Nov 7th at 5:00 pm

Week 7

Nov 10 - 16

		Notes	Links	Due
	Introduction to Bayesian Inference: Credible Intervals and Hyptohesis Testing
	Reading	Section 8.2
	Introduction to Frequentist Inference
	Reading	Section 5.1
	Homework 7: Bayesian Inference	In Week 7 repo		Nov 17th at 9:25 am

Week 8

Nov 17 - Nov 23

TBD

Week 9

Nov 24 - Nov 30

TBD

Week 10

Dec 1 - Dec 7

TBD

Final Week

Dec 8 - Dec 12

TBD