Instructors: Ani Adhikari and Will Fithian
Lecture: MWF 10am-11am in 150 Wheeler
| Date | Topic | Lecture | Reading | Assignment |
| Wed 1/23 | Introduction | Slides, Demos, Video | 1.1, 1.2, 1.3 | |
| Fri 1/25 | Cause and Effect | Slides, Video | 2 |
Homework 01 (Due Thu 1/31)
|
| Mon 1/28 | Tables | Slides, Demos, Video | 3 | |
| Wed 1/30 | Data Types | Slides, Demos, Video | 4, 5 | |
| Fri 2/1 | Building Tables | Slides, Demos, Video | 6.1, 6.2 |
Homework 02 (Due Thu 2/7)
|
| Mon 2/4 | Census | Slides, Demos, Video | 6.3, 6.4 | |
| Wed 2/6 | Charts | Slides, Demos, Video | 7, 7.1 | |
| Fri 2/8 | Histograms | Slides, Demos, Video | 7.2, 7.3 |
Homework 03 (Due Thu 2/14)
|
| Mon 2/11 | Functions | Slides, Demos, Video | 8, 8.1 | |
| Wed 2/13 | Groups | Slides, Demos, Video | 8.2, 8.3 | |
| Fri 2/15 | Joins | Slides, Demos, Video | 8.4 |
Homework 04 (Due Thu 2/21)
(Checkpoint Fri 2/22; Due Fri 3/1)
|
| Mon 2/18 | Holiday: No Lecture | |||
| Wed 2/20 | Table Examples | Slides, Demos, Video | 8.5 |
Lab: Project 1
|
| Fri 2/22 | Iteration | Slides, Demos, Video | 9, 9.1, 9.2, 9.3 |
Homework 05 (Due Thu 2/28)
|
| Mon 2/25 | Chance | Slides, Demos, Video | 9.4, 9.5 | |
| Wed 2/27 | Sampling | Slides, Demos, Video | 10, 10.1, 10.2 | |
| Fri 3/1 | Models | Slides, Demos, Video | 10.3, 11.1 |
Homework 06 (Due Thu 3/7)
|
| Mon 3/4 | Comparing Distributions | Slides, Demos, Video | 11.1, 11.2 | |
| Wed 3/6 | Decisions and Uncertainty | Slides, Demos, Video | 11.3 | |
| Fri 3/8 | A/B Testing | Slides, Demos, Video | 11.4, 12.1, 12.2 |
Homework 07 (Due Thu 3/14)
|
| Mon 3/11 | Causality | Slides, Demos, Video | 12.3 | |
| Wed 3/13 | Examples | Slides, Demos, Video | 12.2 |
Lab: Midterm Review
|
| Fri 3/15 | Midterm Review | Slides, Demos, Video |
Midterm: 7-9 PM
| |
| Mon 3/18 | Confidence intervals | Slides, Demos, Video | 13, 13.1, 13.2 | |
| Wed 3/20 | Interpreting Confidence | Slides, Demos, Video | 13.3, 13.4 | |
| Fri 3/22 | Center and Spread | Slides, Demos, Video | 14, 14.1, 14.2 |
Homework 08 (Due Sat 4/6)
(Checkpoint Sun 4/7; Due Sun 4/14)
|
| Mon 3/25 | Holiday: No Lecture | |||
| Wed 3/27 | Holiday: No Lecture | |||
| Fri 3/29 | Holiday: No Lecture | |||
| Mon 4/1 | The Normal Distribution | Slides, Demos, Video | 14.3, 14.4 | |
| Wed 4/3 | Sample Means | Slides, Demos, Video | 14.5 |
Lab: Project 2
|
| Fri 4/5 | Designing Experiments | Slides, Demos, Video | 14.6 |
Homework 09 (Due Thu 4/11)
|
| Mon 4/8 | Correlation | Slides, Demos, Video | 15, 15.1 | |
| Wed 4/10 | Linear Regression | Slides, Demos, Video | 15.2 | |
| Fri 4/12 | Least Squares | Slides, Demos, Video | 15.3, 15.4 |
Homework 10 (Due Thu 4/18)
|
| Mon 4/15 | Residuals | Slides, Demos, Video | 15.5, 15.6 | |
| Wed 4/17 | Regression Inference | Slides, Demos, Video | 16 | |
| Fri 4/19 | Privacy | Slides, Demos, Video |
Homework 11 (Due Thu 4/25)
(Checkpoint Fri 4/26; Due Fri 5/3)
| |
| Mon 4/22 | Classification | Slides, Demos, Video | 17, 17.1, 17.2, 17.3 | |
| Wed 4/24 | Classifiers | Slides, Demos, Video | 17.4 |
Lab: Project 3
|
| Fri 4/26 | Classifiers; Decisions | Slides, Demos, Video | 18 |
Homework 12 (Due Thu 5/2)
|
| Mon 4/29 | Decisions; Regression Recap | Slides, Demos, Video | ||
| Wed 5/1 | Recap | Slides, Demos, Video | ||
| Fri 5/3 | Conclusion | Slides, Video | ||
| Mon 5/6 | Leads Review 1 | Slides, Video | ||
| Wed 5/8 | Leads Review 2 | Video |