Week 0

Sept 28 - Oct 1

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			IMMEDIATELY
	Introduce Yourself to Your Classmates			Oct 1, 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.		Oct 1, 11:59 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.		Oct 1, 11:59 pm

Week 1

Oct 2 - Oct 8

		Notes	Links	Due
	Introduction to STATS 6 and the Toolkit	Welcome!!!
	Reading	Section 1.2
	Syllabus Quiz			Oct 3, 11:59 pm
	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 9, 12:15 pm

Week 2

Oct 9 - Oct 15

		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 16, 12:15 pm

Week 3

Oct 16 - Oct 22

		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 23, 12:15 pm

Week 4

Oct 23 - Oct 29

		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
	Homework 4: Reproducible Workflow, Strings, Factors, and Dates	In Week 4 repo		Oct 30, 12:15 pm

Week 5

Oct 30 - Nov 5

		Notes	Links	Due
	Web Scraping
	Midterm Policies
	Midterm	In class		Nov 1, 12:30 pm
	Project proposal	Instructions in Week 4 repos		Nov 8, 11:59 pm

Week 6

Nov 6 - Nov 12

		Notes	Links	Due
	Introduction to Bayesian Inference: The Beta-Binomial Model
	Reading	Sections 4.1, 4.2, 4.3
	Optional Reading	All of Chapters 3 and 4
	Introduction to Bayesian Inference: Credible Intervals and Hyptohesis Testing
	Reading	Section 8.2
	Project proposal	Instructions in Week 4 repo		Nov 8, 11:59 pm
	Homework 6: Bayesian Inference	In Week 6 repo		Nov 13, 12:15 pm

Week 7

Nov 13 - Nov 19

		Notes	Links	Due
	Introduction to Frequentist Inference
	Reading	Section 5.1
	Introduction to Frequentist Inference: Inference for a Proportion
	Reading	Section 6.1
	Homework 7: Frequentist Inference	In Week 7 repo		Nov 20, 12:15 pm

Week 8

Nov 20 - Nov 26

		Notes	Links	Due
	Simple Linear Regression, Sampling, and Study Design
	Reading	Chapter 7
	Multiple Linear Regression, Transformations, and Model Evaluation
	Reading	Chapter 8
	Homework 8: Linear Regression	In Week 8 repo		Nov 29, 12:15 pm

Week 9

Nov 27 - Dec 3

		Notes	Links	Due
	Hands-on work on Final Projects and Feedback
	Logistic Regression
	Reading	Chapter 9
	Homework 9: Logistic Regression	In Week 9 repo		Dec 4, 12:15 pm

Week 10

TBA

Final Week

TBA