Instructors: Francie McQuarrie and Natalia Mushegian
Lecture: MTWTh 10am-11am, F 10am-12pm in 155 Dwinelle
| Date | Topic | Lecture | Reading | Assignment |
| Mon 6/24 | Introduction | Slides, , Demos | 1 | |
| Tue 6/25 | Cause and Effect, Experiments | Slides, | 2 |
Homework 01 (Due Fri 6/28)
|
| Wed 6/26 | Tables | Slides, , Demos | 3 | |
| Thu 6/27 | Data Types | Slides, Live, Demos | 4, 5 | |
| Fri 6/28 | Building Tables, Examples | Slides, Live, Demos | 6 |
Homework 02 (Due Tue 7/2)
|
| Mon 7/1 | Charts | Slides, Live, Demos | 7, 7.1 | |
| Tue 7/2 | Histograms | Slides, Live, Demos | 7.2, 7.3 |
Homework 03 (Due Fri 7/5)
|
| Wed 7/3 | Functions | Slides, Live, Demos | 8, 8.1 | |
| Thu 7/4 | Holiday: No class | |||
| Fri 7/5 | Groups, Joins, Examples | Slides, Live, Demos | 8.2, 8.3, 8.4 |
Homework 04 (Due Tue 7/9)
(Due Sat 7/13)
|
| Mon 7/8 | Tables Review | Slides, Live, Demos | 8.5 |
Lab: Project 1
|
| Tue 7/9 | Iteration | Slides, Live, Demos | 9, 9.1, 9.2, 9.3 |
Homework 05 (Due Fri 7/12)
|
| Wed 7/10 | Chance, Conditioning | Slides, Live, Demos | 9.5, 18.1 | |
| Thu 7/11 | Conditioning continued, Probability Sampling | Slides, Live, Demos | 18.1, 18.2, 10 | |
| Fri 7/12 | Sampling and Statistics, Distributions | Slides, Live, Demos | 10.1, 10.2, 10.3 |
Homework 06 (Due Tue 7/16)
|
| Mon 7/15 | Comparing Models | Slides, Live, Demos | 11, 11.1 | |
| Tue 7/16 | Testing Hypotheses 1 | Slides, Live, Demos | 11.2, 11.3 |
Homework 07 (Due Fri 7/19)
|
| Wed 7/17 | Testing Hypotheses 2 | Slides, Live, Demos | 11.3, 11.4 |
Lab: Midterm Review
|
| Thu 7/18 | Midterm Review | Slides, Live | ||
| Fri 7/19 | Midterm |
Midterm (in class)
| ||
| Mon 7/22 | AB Testing 1 | Slides, Live, Demos | 12, 12.1, 12.2 | |
| Tue 7/23 | AB Testing 2, Examples | Slides, Live, Demos | 12.3 |
Homework 08 (Due Fri 7/26)
|
| Wed 7/24 | Bootstrap | Slides, Live, Demos | 13, 13.1, 13.2 | |
| Thu 7/25 | Interpreting Confidence | Slides, Live, Demos | 13.3, 13.4 | |
| Fri 7/26 | Center and Spread, The Normal Distribution | Slides, Live, Demos | 14, 14.1, 14.2, 14.3, 14.4 |
Homework 09 (Due Tue 7/30)
|
| Mon 7/29 | Sample Means | Slides, Live, Demos | 14.5 | |
| Tue 7/30 | Sample Sizes | Slides, Live, Demos | 14.6 |
Homework 10 (Due Fri 8/2)
|
| Wed 7/31 | Correlation | Slides, Live, Demos | 15, 15.1 | |
| Thu 8/1 | Linear Regression | Slides, Live, Demos | 15.2 | |
| Fri 8/2 | Least Squares, Residuals | Slides, Live, Demos | 15.3, 15.4, 15.5, 15.6 |
Homework 11 (Due Tue 8/6)
|
| Mon 8/5 | Regression Inference, Regression Review | Slides, Live, Demos | 16 | |
| Tue 8/6 | Regression Review | Slides, , Demos |
Homework 12 (Due Fri 8/9)
(Due Mon 8/12)
| |
| Wed 8/7 | Classification 1 | Slides, , Demos | 17, 17.1, 17.2, 17.3 |
Lab: Project 2
|
| Thu 8/8 | Classification 2 | Slides, , Demos | 17.4 | |
| Fri 8/9 | Conclusion | Slides, | ||
| Mon 8/12 | Review 1 (Coding, Hypothesis Testing) | Slides, | ||
| Tue 8/13 | Review 2 (CIs, Normal Distribution, Sample Means) | Slides, | ||
| Wed 8/14 | Review 3 (Regression, Inference, Classification) | Slides, | ||
| Thu 8/15 | Final Exam |
Final (5pm)
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