This schedule may be updated as the semester progresses, with all changes documented here.
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Date |
Activity |
Notes |
Tasks |
Slides |
Lab |
Homework |
Exam |
Project |
| Week 01 |
Thu, Jan 21 |
Lec 01: Introduction |
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Fri, Jan 22 |
Lab 01: Meet the toolkit |
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| Week 02 |
Tue, Jan 26 |
Lec 02: Data visualization I |
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Thu, Jan 28 |
Lec 03: Data visualization II |
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Homework #01 assigned |
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Fri, Jan 29 |
Lab 02: Data visualization |
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| Week 03 |
Tue, Feb 02 |
Lec 04: Data wrangling I |
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Thu, Feb 04 |
Lec 05: Data wrangling II |
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Homework #01 due |
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Homework #02 assigned |
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Fri, Feb 05 |
Lab 03: Data wrangling |
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| Week 04 |
Tue, Feb 09 |
Lec 06: Spatial data |
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Thu, Feb 11 |
Lec 07: String manipulation |
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Homework #02 due |
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Fri, Feb 12 |
Lab 04: Spatial data and team workflow |
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| Week 05 |
Tue, Feb 16 |
Lec 08: Web scraping |
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Thu, Feb 18 |
Lec 09: Errors and help |
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Exam #01 assigned |
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| Week 06 |
Mon, Feb 22 |
Exam #01 due |
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Tue, Feb 23 |
Lec 10: Probability I |
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Thu, Feb 25 |
Lec 11: Probability II |
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Homework #03 assigned |
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Fri, Feb 26 |
Lab 05: Probability and merge conflicts |
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| Week 07 |
Tue, Mar 02 |
Lec 12: Foundations of inference |
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Thu, Mar 04 |
Lec 13: Simulation-based inference: confidence intervals |
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Homework #03 due |
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Fri, Mar 05 |
No lab |
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| Week 08 |
Tue, Mar 09 |
No class: Wellness Day |
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Thu, Mar 11 |
Lec 14: Simulation-based inference: hypothesis tests |
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Fri, Mar 12 |
Lab 06: Simulation-based inference |
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| Week 09 |
Mon, Mar 15 |
Project Proposal assigned |
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Tue, Mar 16 |
Lec 15: CLT-based inference: confidence intervals |
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Thu, Mar 18 |
Lec 16: CLT-based inference: hypothesis tests |
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Homework #04 assigned |
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Fri, Mar 19 |
Lab 07: CLT-based inference |
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| Week 10 |
Mon, Mar 22 |
Project proposal due |
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Tue, Mar 23 |
Lec 17: Linear models: simple linear regression |
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Thu, Mar 25 |
Lec 18: Linear models: inference |
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Homework #04 due |
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Fri, Mar 26 |
Lab 08: Linear models |
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| Week 11 |
Tue, Mar 30 |
Lec 19: Linear models: multiple regression and diagnostics |
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Thu, Apr 01 |
Lec 20: Linear models: transformation |
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Exam #02 assigned |
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| Week 12 |
Mon, Apr 05 |
Exam #02 due |
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Tue, Apr 06 |
No class: Statistical experience |
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Thu, Apr 08 |
Lec 21: Logistic regression |
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Fri, Apr 09 |
Lab 09: Logistic regression |
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| Week 13 |
Tue, Apr 13 |
Lec 22: Functions & automation |
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Homework #05 assigned |
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Thu, Apr 15 |
Lec 23: Shiny |
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Fri, Apr 16 |
Peer Review |
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| Week 14 |
Tue, Apr 20 |
Lec 24: Ethics |
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Homework #05 due |
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Thu, Apr 22 |
Lec 25: Project work |
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Fri, Apr 23 |
Project work |
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Tue, Apr 27 |
Final project due |
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