Instructor: John DeNero
Lecture: MWF 11-12 in 1 Pimentel
| Date | Topic | Lecture | Reading | Assignment |
| Wed 1/18 | Introduction | Demos, Slides, Video | 1.1, 1.2, 1.3 | |
| Fri 1/20 | Cause and Effect | Slides, Video | Chapter 2 |
Homework 01 (Due Thu 1/26)
|
| Mon 1/23 | Expressions | Demos, Slides, Video | Chapter 3 | |
| Wed 1/25 | Data Types | Demos, Slides, Video | Chapter 4 | |
| Fri 1/27 | Tables | Demos, Slides, Video | 5 |
Homework 02 (Due Thu 2/2)
|
| Mon 1/30 | Rows | Demos, Slides, Video | 5.1, 5.2 | |
| Wed 2/1 | Census | Demos, Slides, Video | 5.3, 5.4 | |
| Fri 2/3 | Charts | Demos, Slides, Video | 6, 6.1 |
Homework 03 (Due Mon 2/13)
|
| Mon 2/6 | Histograms | Demos, Slides, Video | 6.2, 6.3 | |
| Wed 2/8 | Functions | Demos, Slides, Video | 7, 7.1 | |
| Fri 2/10 | Groups | Demos, Slides, Video | 7.2, 7.3 | |
| Mon 2/13 | Joins | Demos, Slides, Video | 7.4, 7.5 |
(Checkpoint Fri 2/17; Due Thu 2/23)
|
| Wed 2/15 | Iteration | Demos, Slides, Video | 8, 8.1, 8.2 |
Lab: Project 1
|
| Fri 2/17 | Privacy | Slides, Video | ||
| Mon 2/20 | Holiday: No Lecture | |||
| Wed 2/22 | Chance | Demos, Slides, Video | 8.3, 8.4 | |
| Fri 2/24 | Sampling | Demos, Slides, Video | 8.5, 9, 9.1 |
Homework 04 (Due Thu 3/2)
|
| Mon 2/27 | Statistics | Demos, Slides, Video | 9.2, 9.3 | |
| Wed 3/1 | Simulation | Demos, Slides, Video | 10, 10.1 | |
| Fri 3/3 | Hypothesis Testing | Demos, Slides, Video | 10.2 |
Homework 05 (Due Mon 3/13)
|
| Mon 3/6 | Error Probabilities | Demos, Slides, Video | 10.3 | |
| Wed 3/8 | Examples | Demos, Slides, Video | 10.4 |
Lab: Midterm Review
|
| Fri 3/10 | Midterm | |||
| Mon 3/13 | Confidence Intervals | Demos, Slides, Video | 11, 11.1, 11.2 |
(Checkpoint Fri 3/17; Due Thu 3/23)
|
| Wed 3/15 | Interpreting Confidence | Demos, Slides, Video | 11.3, 11.4 |
Lab: Project 2
|
| Fri 3/17 | Center and Spread | Demos, Slides, Video | 12, 12.1, 12.2 | |
| Mon 3/20 | The Normal Distribution | Demos, Slides, Video | 12.3, 12.4 | |
| Wed 3/22 | Sample Means | Demos, Slides, Video | 12.5 | |
| Fri 3/24 | Designing Experiments | Demos, Slides, Video | 12.6 | |
| Mon 3/27 | Spring Break: No Lecture | |||
| Wed 3/29 | Spring Break: No Lecture | |||
| Fri 3/31 | Spring Break: No Lecture | |||
| Mon 4/3 | Correlation | Demos, Slides, Video | 13, 13.1 |
Homework 06 (Due Thu 4/6)
|
| Wed 4/5 | Linear Regression | Demos, Slides, Video | 13.2 | |
| Fri 4/7 | Least Squares | Demos, Slides, Video | 13.3, 13.4 |
Homework 07 (Due Thu 4/13)
|
| Mon 4/10 | Residuals | Demos, Slides, Video | 13.5, 13.6 | |
| Wed 4/12 | Regression Inference | Demos, Slides, Video | Chapter 14 | |
| Fri 4/14 | Classification | Demos, Slides, Video | 15, 15.1, 15.2, 15.3 | |
| Mon 4/17 | Classifiers | Demos, Slides, Video | 15.4, 15.5 |
(Checkpoint Fri 4/21; Due Thu 4/27)
|
| Wed 4/19 | Comparing Samples | Demos, Slides, Video | 16, 16.1 |
Lab: Project 3, Worksheet
|
| Fri 4/21 | A/B Testing | Demos, Slides, Video | 16.2, 16.3 | |
| Mon 4/24 | Multiple Regression | Demos, Slides, Video | 15.6 |
(Due Tue 5/2)
|
| Wed 4/26 | Decisions | Demos, Slides, Video | Chapter 17 | |
| Fri 4/28 | Conclusion | Slides |