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Calendar

Instructors: David Wagner and Swupnil Sahai

Lecture: MWF 11am-12pm

Date Topic Vitamin Lecture Reading Discussion Assignment
Wed 08/26 Introduction Vitamin 01 Slides, Demos, Video 1.1, 1.2, 1.3
Fri 08/28 Cause and Effect Vitamin 02 Slides, Video 2
Homework 01 (Due Thu 09/03)
Mon 08/31 Tables Vitamin 03 Slides, Demos, Video 3
Wed 09/02 Data Types Vitamin 04 Slides, Demos, Video 4, 5
Fri 09/04 Building Tables Vitamin 05 Slides, Demos, Video 6.1, 6.2
Homework 02 (Due Sat 09/12)
Mon 09/07 Holiday: No class
Wed 09/09 Census Vitamin 06 Slides, Demos, Video 6.3, 6.4
Fri 09/11 Charts Vitamin 07 Slides, Demos, Video 7, 7.1
Homework 03 (Due Thu 09/17)
Mon 09/14 Histograms Vitamin 08 Slides, Demos, Video 7.2, 7.3
Wed 09/16 Functions Vitamin 09 Slides, Demos, Video 8, 8.1
Fri 09/18 Groups Vitamin 10 Slides, Demos, Video 8.2, 8.3
Homework 04 (Due Sat 09/26)
(Checkpoint Fri 09/25; Due Sun 10/04)
Mon 09/21 Joins Vitamin 11 Slides, Demos, Video 8.4
Wed 09/23 Table Examples Vitamin 12 Slides, Demos, Video 8.5
Lab: Project 1
Fri 09/25 Iteration Vitamin 13 Slides, Demos, Video 9, 9.1, 9.2, 9.3
Homework 05 (Due Sat 10/03)
Mon 09/28 Chance Vitamin 14 Slides, Demos, Video 9.5, 18.1
Wed 09/30 Sampling Vitamin 15 Slides, Demos, Video 10, 10.1, 10.2
Fri 10/02 Models Vitamin 16 Slides, Demos, Video 10.3, 11.1
Homework 06 (Due Thu 10/08)
Mon 10/05 Comparing Distributions Vitamin 17 Slides, Demos, Video 11.1, 11.2
Wed 10/07 Decisions and Uncertainty Vitamin 18 Slides, Demos, Video 11.3
Homework 07 (Due Thu 10/15)
Fri 10/09 P-Values Vitamin 19 Slides, Demos, Video 11.4, 12.1, 12.2
Mon 10/12 A/B Testing Vitamin 20 Slides, Demos, Video 11.4, 12.1, 12.2
Wed 10/14 Examples Vitamin 21 Slides, Demos, Video 12.2
Lab: Midterm Review, Worksheet (Solutions)
Fri 10/16 Midterm Review Slides, Demos, Video
Midterm (7:00 PM - 9:00 PM)
Mon 10/19 Causality Vitamin 23 Slides, Demos, Video 12.3
Wed 10/21 Confidence Intervals Vitamin 24 Slides, Demos, Video 13, 13.1, 13.2
Fri 10/23 Interpreting Confidence Vitamin 25 Slides, Demos, Video 13.3, 13.4
Homework 08 (Due Fri 10/30)
(Checkpoint 1 Fri 10/30; Checkpoint 2 Fri 11/06; Due Fri 11/13)
Mon 10/26 Center and Spread Vitamin 26 Slides, Demos, Video 14, 14.1, 14.2
Wed 10/28 The Normal Distribution Vitamin 27 Slides, Demos, Video 14.3, 14.4
Lab: Project 2
Fri 10/30 Sample Means Vitamin 28 Slides, Demos, Video 14.5
Homework 09 (Due Fri 11/06)
Mon 11/02 Designing Experiments Vitamin 29 Slides, Demos, Video 14.6
Wed 11/04 Correlation Vitamin 30 Slides, Demos, Video 15, 15.1
Fri 11/06 Linear Regression Vitamin 31 Slides, Demos, Video 15.2
Homework 10 (Due Fri 11/13)
Mon 11/09 Least Squares Vitamin 32 Slides, Demos, Video 15.3, 15.4
Wed 11/11 Holiday: No class
Fri 11/13 Residuals Vitamin 33 Slides, Demos, Video 15.5, 15.6
Homework 11 (Due Sat 11/21)
(Checkpoint Sat 11/21; Due Fri 12/04)
Mon 11/16 Regression Inference Vitamin 34 Slides, Demos, Video 16
Wed 11/18 Classification Vitamin 35 Slides, Demos, Video 17, 17.1, 17.2, 17.3
Lab: Project 3
Fri 11/20 Classifiers Vitamin 36 Slides, Demos, Video 17.4
Homework 12 (Due Fri 12/04)
Mon 11/23 Updating Predictions Slides, Demos, Video 18
Wed 11/25 Holiday: No class
Fri 11/27 Holiday: No class
Mon 11/30 Case Study: Health Slides, Demos, Video
Wed 12/02 Privacy Slides, Demos, Video
Fri 12/04 Conclusion Slides, Video
Mon 12/07
Wed 12/09
Fri 12/11
Mon 12/14 Final Exam
Final (11:30 AM - 2:30 PM)