Week 0

Sep 26 - 29

Getting Ready for STATS 6

		Notes	Links	Due
	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.
	Get a GitHub username			Sep 27, 11:59 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 30, 9:25 am
	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 30, 9:25 am
	Syllabus Quiz			Sep 30, 9:25 am

Week 1

Sep 30 - Oct 6

		Notes	Links	Due
	Introduction to STATS 6 and the Toolkit	Welcome!!!
	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 7, 9:25 am

Week 2

Oct 7 - 13

		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 14, 9:25 am

Week 3

Oct 14 - Oct 20

		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 21, 9:25 am

Week 4

Oct 21 - Oct 27

		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 11th at 9:25 am

Week 5

Oct 28 - Nov 3

		Notes	Links	Due
	Web Scraping
	Midterm Policies
	Midterm	In class		Oct 30, 9:30 am
	Project proposal	Instructions in Week 4 repos		Nov 11th at 9:25 am

Week 6

Nov 4 - 10

		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 11th at 9:25 am
	Project proposal	Instructions in Week 4 repos		Nov 11th at 9:25 am

Week 7

Nov 11 - 17

		Notes	Links	Due
	NO LECTURE on Monday	due to Veterans Day
	Introduction to Bayesian Inference: Credible Intervals and Hyptohesis Testing
	Reading	Section 8.2
	Homework 7: Bayesian Inference	In Week 7 repo		Nov 18, 9:25 am

Week 8

Nov 18 - 24

		Notes	Links	Due
	Introduction to Frequentist Inference
	Reading	Section 5.1
	Introduction to Frequentist Inference: Inference for a Proportion
	Reading	Section 6.1
	Homework 8: Frequentist Inference	In Week 8 repo		Mar 4, 12:15 pm

Week 9

Nov 25 - Dec 1

TBA

Week 10

Dec 2 - Dec 8

TBA

Final Week

Dec 9 - 13

		Notes	Links	Due
	Project submission			Dec 11, at 7:30 am
	Peer evaluation of projects	on Canvas		Dec 11, at 8:00-10:00am