| WEEK | DATE | TOPIC | PREPARE | MATERIALS | DUE |
|---|---|---|---|---|---|
| 0 | Fri, Sep 25 | Welcome |
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| 1 | Mon, Sep 28 | Tooling: Datahub, Quarto, Git/GitHub |
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| Wed, Sep 30 | Intro to R (day 1) |
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| Thu, Oct 1 | Lab01: Intro to R |
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| Fri, Oct 2 | Intro to R (day 2) |
π Survey #finaid |
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| 2 | Mon, Oct 5 | CS01: Introduction |
π R4DS Chapter 5: Data Transformation |
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| Wed, Oct 7 | Data Wrangling: |
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| Thu, Oct 8 | Lab02: CS01 + |
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| Fri, Oct 9 | Data Visualization: |
π R4DS Chapter 9: Data Visualization |
β¨οΈ lab 02 |
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| Sun, Oct 11 | π hw 01 |
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| 3 | Mon, Oct 12 | Effective Data Visualization (design) |
π R4DS Chapter 11: Data Communication |
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| Wed, Oct 14 | AI-Assisted Analysis |
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| Thu, Oct 15 | Lab 03: CS01 + Data Visualization |
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| Fri, Oct 16 | CS01: EDA (day 1: tidy data, pivots, joins) |
β¨οΈ lab 03 br> |
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| Sun, Oct 18 | π hw 02 |
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| 4 | Mon, Oct 19 | CS01: EDA (day 2: functions, time windows) |
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| Wed, Oct 21 | CS01: EDA (day 3: sensitivity/specificity & cutoffs) |
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| Thu, Oct 22 | Lab 04: CS01 + EDA |
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| Fri, Oct 23 | Effective (Written) Communication |
π Quarto: Execution Options |
β¨οΈ [ab 04 |
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| 5 | Mon, Oct 26 | CS01: In-class Group Work |
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| Wed, Oct 28 | CS02 Intro/Data + Final Project |
π» OCS: Air Pollution |
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| Thu, Oct 29 | Lab 05: Communication + Finalizing CS01 |
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| Fri, Oct 30 | CS02: EDA (day 1) |
β¨οΈ lab 05 |
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| Sun, Nov 1 | π» cs 01 |
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| 6 | Mon, Nov 2 | CS02: EDA (day 2) |
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| Wed, Nov 4 | Inference vs. Prediction ( |
π» |
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| Thu, Nov 5 | Lab 06: CS02 EDA |
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| Fri, Nov 6 | CS02: Analysis β Regression (day 1: SLR & MLR) |
π IMS Ch7 |
β¨οΈ lab 06 |
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| Sun, Nov 8 | |||||
| 7 | Mon, Nov 9 | CS02: Analysis β Regression (day 2: interactions & model selection) |
π IMS Ch8 |
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| Wed, Nov 11 | ποΈ Veterans Day - No Lecture |
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| Thu, Nov 12 | Lab 07: Regression |
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| Fri, Nov 13 | CS02: Analysis β ML (day 1: recipes & workflows) |
π TMWR Chapter 7: A Model Workflow |
β¨οΈ lab 07 |
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| 8 | Mon, Nov 16 | CS02: Analysis β ML (day 2: cross-validation & random forest) |
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| Wed, Nov 18 | Putting the Model Together: recipe β workflow β fit β evaluate β interpret |
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| Thu, Nov 19 | Lab: CS02/Final Project Progress |
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| Fri, Nov 20 | CS02: In-class Group Work |
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| Sun, Nov 22 | π» cs 02 |
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| 9 | Mon, Nov 23 | Effective Oral Communication |
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| Wed, Nov 25 | Final Project: In-class Group Work |
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| Thu, Nov 26 | π¦ Thanksgiving Break - No Lab |
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| Fri, Nov 27 | π¦ Thanksgiving Break - No Lecture |
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| 10 | Mon, Nov 30 | Final Project Presentations |
π―ββοΈ Peer Evaluation |
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| Wed, Dec 2 | Final Project Presentations |
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| Thu, Dec 3 | Lab: Final Project Progress |
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| Fri, Dec 4 | Final Project Presentations |
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| Fri, Dec 11 | π Final Project |
COGS 137 Course Schedule
Here youβll find topics, links to materials, and deadlines for the entire term. Should any dates changes, this page will be updated throughout the quarter.