Instructor: Peter Jantsch (MEY 179)
TA: Christopher Plimpton
| Date | Topic | Reading | Assignment |
| Wed 1/20 | Introduction (Demo, Slides) | Ch 1.1, 1.2, 1.3 | |
| Fri 1/22 | Lab 1: Expressions (Due Wed 1/27) | Homework 1 (Due Fri 01/29) |
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| Mon 1/25 | Cause and Effect (Slides) | Ch 2 | |
| Wed 1/27 | Programming in Python (Slides, Demo) | Ch 3 | |
| Fri 1/29 | Lab 2: Table Operations (Due Wed, 2/3) | Homework 2 (Due Mon 2/8) |
|
| Mon 2/1 | Data Types (Slides, Demo) | Ch 4, 5 | |
| Wed 2/3 | Building Tables (Slides, Demo) | Ch 6.1, 6.2 | |
| Fri 2/5 | Lab 3: Data Types, Creating Tables (Due Wed, 2/10) | Homework 3 (Due Mon 2/15) |
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| Mon 2/8 | Visualizations (Video, Slides, Demo) | Ch 7 | |
| Wed 2/10 | Histograms (Slides, Demo) | Ch 7 | |
| Fri 2/12 | Functions (Slides, Demo) | 8.1 | Project 1 (Due Mon 3/05) |
| Mon 2/15 | Lab 4: Visualizations and Functions (Due Friday, 2/19) | Homework 4 (Due Fri 2/26) |
|
| Wed 2/17 | Groups (Slides, Demo) | 8.2, 8.3 | |
| Fri 2/19 | Lab: Project 1 | ||
| Mon 2/22 | Joining Tables (Slides, Demo) | 8.4 | Project 1 Checkpoint due 2/23 |
| Wed 2/24 | Conditionals and Iteration (Slides, Demo) | 9.1-9.3 | |
| Fri 2/26 | Chance and Probability (Slides, Demo) | 9.4-9.5 | Homework 5 (Due Fri 3/05) |
| Mon 3/01 | Lab 5: Conditonal Statements, Iteration, Tables (Due Monday, 3/8) | ||
| Wed 3/03 | Sampling (Slides, Demo) | Ch 10 | |
| Fri 3/05 | Models (Slides, Demo) | 11.1 | |
| Mon 3/08 | Comparing Distributions (Slides, Demo) | Ch 11.2 | Homework 6 (Due Monday, 3/15) |
| Wed 3/03 | No Class! | ||
| Fri 3/05 | Lab 6: Assessing Models | ||
| Mon 3/15 | Decisions and Uncertainty (Slides, Demo) | Ch 11.3, 11.4 | |
| Wed 3/17 | A/B Testing, Causality (Slides, Demo) | Ch 12.1 | Homework 7 (Due Wed 3/24) |
| Fri 3/19 | Lab 7: A/B Testing | ||
| Mon 3/22 | HT Examples (Slides, Demo) | Ch 13.1-13.3 | |
| Wed 3/24 | Estimation and Confidence Intervals (Slides, Demo) | Ch 13.1-13.3 | |
| Fri 3/26 | Interpreting Confidence, Center and Spread (Slides, Demo) | Ch 13.4 | |
| Mon 3/29 | Lab: Project 2 | ||
| Wed 3/31 | Center and Spread (Slides, Demo) | Ch 14.1,14.2 | |
| Fri 4/2 | No Class! | ||
| Mon 4/5 | The Normal Distibution (Slides, Demo) | Ch 14.4-14.6 | Homework 8 (Due Fri 4/9) |
| Wed 4/7 | Lab 8: Sample Means (Due Wed, 4/14) | ||
| Fri 4/9 | Designing Experiments (Slides, Demo) | 14.6 | |
| Mon 4/12 | Correlation (Slides, Demo) | Ch 15.1 | Homework 9 (Due Wed 4/21) |
| Wed 4/14 | Linear Regression (Slides, Demo) | Ch 15.2-15.3 | |
| Fri 4/16 | Lab 9: Linear Regression | ||
| Mon 4/19 | Residuals and Least Squares (Slides, Demo) | Ch 15.4-15.6 | Quiz 26 |
| Wed 4/21 | Classification (Slides, Demo) | Ch 17.1 | No Quiz! |
| Fri 4/23 | Classifiers (Slides, Demo) | Ch 17 | Quiz 28 |
| Mon 4/26 | Lab 10: Classifiers | ||
| Wed 4/28 | Conclusion (Slides) | No Quiz! | |
| Fri 4/30 | Lab: Project 3 | ||
| THU 5/6 | Optional Lab Session for Project 3, 10:30AM |