Instructors: David Wagner and Ani Adhikari

Lecture: MWF 10am-11am

Week	Lecture Number	Date	Topic	Lecture	Reading	Lab Worksheets	Assignment
Week 1	1	Wed 08/25	Introduction	Slides, Demos, Video	1.1, 1.2, 1.3	Lab 01 Worksheet	Lab 01: Expressions
	2	Fri 08/27	Cause and Effect	Slides, Video	2		Homework 01 (Due Thu 09/02)
Week 2	3	Mon 08/30	Tables	Slides, Demos, Video	3	Lab 02 Worksheet	Lab 02: Table Operations
	4	Wed 09/01	Data Types	Slides, Demos, Video	4, 5
	5	Fri 09/03	Building Tables	Slides, Demos, Video	6.1, 6.2		Homework 02 (Due Thu 09/09)
Week 3	0	Mon 09/06	Holiday: No class
	6	Wed 09/08	Census	Slides, Demos, Video	6.3, 6.4	Lab 03 Worksheet	Lab 03: Data Types and Creating & Extending Tables
	7	Fri 09/10	Charts	Slides, Demos, Video	7, 7.1		Homework 03 (Due Thu 09/16)
Week 4	8	Mon 09/13	Histograms	Slides, Demos, Video	7.1, 7.2, 7.3	Lab 04 Worksheet	Lab 04: Functions and Visualizations
	9	Wed 09/15	Functions	Slides, Demos, Video	8, 8.1
	10	Fri 09/17	Groups	Slides, Demos, Video	8.2, 8.3		Homework 04 (Due Thu 09/23) Project 1: World Progress (Due Fri 10/01; Checkpoint Fri 09/24)
Week 5	11	Mon 09/20	Joins	Slides, Demos, Video	8.4	Project 1 Lab Worksheet	Lab: Project 1
	12	Wed 09/22	Table Examples	Slides, Demos, Video	8.5
	13	Fri 09/24	Intro to Iteration	Slides, Demos, Video	9, 9.1, 9.2		Homework 05 (Due Thu 09/30)
Week 6	14	Mon 09/27	Simulation	Slides, Demos, Video	9.2, 9.3, 9.4	Lab 05 Worksheet	Lab 05: Conditional Statements, Iteration, Tables
	15	Wed 09/29	Chance and Sampling	Slides, Demos, Video	9.5, 10
	16	Fri 10/01	Empirical Distributions	Slides, Demos, Video	10.2, 10.3, 10.4		Homework 06 (Due Thu 10/07)
Week 7	17	Mon 10/04	Assessing Models	Slides, Demos, Video	11.1, 11.2	Lab 06 Worksheet	Lab 06: Assessing Models
	18	Wed 10/06	Decisions and Uncertainty	Slides, Demos, Video	11.2, 11.3, 11.4
	19	Fri 10/08	A/B Testing	Slides, Demos, Video	11.4, 12.1		Homework 07 (Due Thu 10/14)
Week 8	20	Mon 10/11	Causality	Slides, Demos, Video	12.2	Midterm Lab Worksheet	Lab: Midterm Review
	21	Wed 10/13	Examples	Slides, Demos, Video	12.3
	22	Fri 10/15	Midterm Review	Slides, Video			Midterm (7 PM - 8:30 PM)
Week 9	23	Mon 10/18	Bootstrap	Slides, Demos, Video	13, 13.1, 13.2	Lab 07 Worksheet	Lab 07: A/B Testing
	24	Wed 10/20	Interpreting Confidence	Slides, Demos, Video	13.3, 13.4
	25	Fri 10/22	Center and Spread	Slides, Demos, Video	14, 14.1, 14.2		Homework 08 (Due Thu 10/28) Project 2: Diet and Disease (Due Fri 11/05; Checkpoint Fri 10/29)
Week 10	26	Mon 10/25	The Normal Distribution	Slides, Demos, Video	14.3, 14.4	Project 2 Lab Worksheet	Lab: Project 2
	27	Wed 10/27	Sample Means	Slides, Demos, Video	14.5
	28	Fri 10/29	Designing Experiments	Slides, Demos, Video	14.6		Homework 09 (Due Thu 11/04)
Week 11	29	Mon 11/01	Correlation	Slides, Demos, Video	15, 15.1	Lab 08 Worksheet	Lab 08: Sample Means
	30	Wed 11/03	Linear Regression	Slides, Demos, Video	15.2
	31	Fri 11/05	Least Squares	Slides, Demos, Video	15.3, 15.4		Homework 10 (Due Fri 11/12)
Week 12	32	Mon 11/08	Residuals	Slides, Demos, Video	15.5, 15.6	Lab 09 Worksheet	Lab 09: Regression
	33	Wed 11/10	Regression Inference	Slides, Demos, Video	16
	34	Fri 11/12	Privacy	Slides, Video			Homework 11 (Due Thu 11/18) Project 3: Classifying Movies (Due Fri 12/03; Checkpoint Fri 11/19)
Week 13	35	Mon 11/15	Classification	Slides, Demos, Video	17, 17.1, 17.2, 17.3	Project 3 Lab Worksheet	Lab: Project 3
	36	Wed 11/17	Classifiers I	Slides, Demos, Video	17.4
	37	Fri 11/19	Classifiers II	Slides, Demos, Video	17.4		Homework 12 (Due Thu 12/02)
Week 14	38	Mon 11/22	Decisions	Slides, Demos, Video	18
	0	Wed 11/24	Holiday: No class
	0	Fri 11/26	Holiday: No class
Week 15	39	Mon 11/29	Case Studies	Slides, Video		Lab 10 Worksheet	Lab 10: Conditional Probability
	40	Wed 12/01	Guest Lecture: Algorithmic Bias	Slides, Video
	41	Fri 12/03	Conclusion	Slides 1, Slides 2, Video
Week 16	0	Mon 12/13	Final Exam				Final (8 AM - 11 AM)

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