Instructors: John DeNero, David Wagner
Lecture: MWF 10-11 in 150 Wheeler
| Date | Topic | Lecture | Reading | Assignment |
| Wed 8/23 | Introduction | Demos, Slides, Video | 1.1, 1.2, 1.3 | |
| Fri 8/25 | Cause and Effect | Slides, Video | Chapter 2 |
Homework 01 (Due Thu 8/31)
|
| Mon 8/28 | Tables | Demos, Slides, Video | Chapter 5 | |
| Wed 8/30 | Expressions | Demos, Slides, Video | Chapters 3, 4 | |
| Fri 9/1 | Building Tables | Demos, Slides, Video | 5.1, 5.2 |
Homework 02 (Due Thu 9/7)
|
| Mon 9/4 | Holiday: No Lecture | |||
| Wed 9/6 | Census | Demos, Slides, Video | 5.3, 5.4 | |
| Fri 9/8 | Charts | Demos, Slides, Video | 6, 6.1 |
Homework 03 (Due Thu 9/14)
|
| Mon 9/11 | Histograms | Demos, Slides, Video | 6.2, 6.3 | |
| Wed 9/13 | Functions | Demos, Slides, Video | 7, 7.1 | |
| Fri 9/15 | Groups | Demos, Slides, Video | 7.2, 7.3 |
(Checkpoint Fri 9/22; Due Thu 9/28)
|
| Mon 9/18 | Joins | Demos, Slides, Video | 7.4, 7.5 | |
| Wed 9/20 | Table Examples | Demos, Slides, Video | 7.5 |
Lab: Project 1
|
| Fri 9/22 | Iteration | Demos, Slides, Video | 8, 8.1, 8.2 | |
| Mon 9/25 | Chance | Demos, Slides, Video | 8.3, 8.4 | |
| Wed 9/27 | Sampling | Demos, Slides, Video | 8.5, 9, 9.1 | |
| Fri 9/29 | Statistics | Demos, Slides, Video | 9.2 |
Homework 04 (Due Thu 10/5)
|
| Mon 10/2 | Simulation | Demos, Slides, Video | 9.3 | |
| Wed 10/4 | Chance Examples | Demos, Slides, Video |
Lab: Midterm Review
| |
| Fri 10/6 | Midterm | |||
| Mon 10/9 | Hypothesis Testing | Demos, Slides, Video | 10.2 |
Homework 05 (Due Thu 10/12)
|
| Wed 10/11 | Error Probabilities | Slides, Video | 10.3 | |
| Fri 10/13 | Examples | Demos, Slides, Video | 10.4 |
(Checkpoint Fri 10/20; Due Thu 10/26)
|
| Mon 10/16 | Comparing Samples | Demos, Slides, Video | 16, 16.1, 16.2, 16.3 | |
| Wed 10/18 | Confidence Intervals | Demos, Slides, Video | 11, 11.1, 11.2 |
Lab: Project 2
|
| Fri 10/20 | Interpreting Confidence | Demos, Slides, Video | 11.3, 11.4 | |
| Mon 10/23 | Center and Spread | Demos, Slides, Video | 12, 12.1, 12.2 | |
| Wed 10/25 | The Normal Distribution | Demos, Slides, Video | 12.3, 12.4 | |
| Fri 10/27 | Sample Means | Demos, Slides, Video | 12.5 |
Homework 06 (Due Thu 11/2)
|
| Mon 10/30 | Designing Experiments | Demos, Slides, Video | 12.6 | |
| Wed 11/1 | Correlation | Demos, Slides, Video | 13, 13.1 | |
| Fri 11/3 | Linear Regression | Demos, Slides, Video | 13.2 |
Homework 07 (Due Thu 11/9)
|
| Mon 11/6 | Least Squares | Demos, Slides, Video | 13.3, 13.4 | |
| Wed 11/8 | Residuals | Demos, Slides, Video | 13.5, 13.6 |
Homework 08 (Due Thu 11/16)
|
| Fri 11/10 | Holiday: No Lecture | |||
| Mon 11/13 | Regression Inference | Demos, Slides, Video | Chapter 14 | |
| Wed 11/15 | Classification | Demos, Slides, Video | 15, 15.1, 15.2, 15.3 |
Lab: Project 3
(Checkpoint Tue 11/21; Due Thu 11/30)
|
| Fri 11/17 | Classifiers | Demos, Slides, Video | 15.4, 15.5 | |
| Mon 11/20 | Decisions | Demos, Slides, Video | Chapter 17 | |
| Wed 11/22 | Holiday: No Lecture | |||
| Fri 11/24 | Holiday: No Lecture | |||
| Mon 11/27 | Privacy | Slides, Video |
(Due Wed 12/6)
| |
| Wed 11/29 | Case Study: Health | Demos, Slides, Video | ||
| Fri 12/1 | Case Study: Education | Demos, Slides, Video |