| Date |
Lesson |
Slides |
Reading |
AE |
HW |
Exam |
Project |
| Week 01 |
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| Monday, Sep. 12 |
Welcome to Data Science |
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| Wednesday, Sep. 14 |
Meet the Toolkit + Installation |
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| UNIT 1 |
Collecting, wrangling, & visualizing data |
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| Friday, Sep. 16 |
Data and visualization + HW 01 assigned |
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GitHub Desktop |
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| Week 02 |
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| Monday, Sep. 19 |
Visualizing different types of data |
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| Tuesday, Sep. 20 |
HW 01 due at 11:59pm |
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| Wednesday, Sep. 21 |
Tidy data and data wrangling + HW 02 assigned |
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| Friday, Sep. 23 |
Tidy data and data wrangling cont. |
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| Week 03 |
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| Monday, Sep. 26 |
In-class data wrangling |
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Reshaping |
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| Tuesday, Sep. 27 |
HW 02 due at 11:59pm |
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| Wednesday, Sep. 28 |
Joining data from multiple sources |
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HW 03 assigned |
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| Friday, Sep. 30 |
Introduction to probability |
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| Week 04 |
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| Monday, Oct. 3 |
Conditional Probability |
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| Tuesday, Oct. 4 |
HW 03 due at 11:59pm |
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| Wednesday, Oct. 5 |
Confounding and Simpson's Paradox |
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HW 04 assigned |
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| Friday, Oct. 7 |
Strings |
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| Week 05 |
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| Monday, Oct. 10 |
Final project: introduction |
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Practice Midterm |
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Office Hours change: 10:30am-12:00pm |
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| Tuesday, Oct. 11 |
HW 04 due at 11:59pm |
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| Wednesday, Oct. 12 |
Practice midterm |
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| Friday, Oct. 14 |
No class |
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| UNIT 2 |
Making rigorous conclusions |
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| Week 06 |
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| Monday, Oct. 17 |
Midterm (take-home) released at 10:00am. No class. |
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| Wednesday, Oct. 19 |
Midterm due at 12:00pm (noon) |
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| Wednesday, Oct. 19 |
Estimation via Bootstrap |
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| Friday, Oct. 21 |
Estimation via Bootstrap (cont.) |
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HW 05 assigned |
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| Week 07 |
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| Monday, Oct. 24 |
Simulation-based testing: Part 1 |
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| Tuesday, Oct. 25 |
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| Wednesday, Oct. 26 |
Simulation-based testing: Part 1 (Live code) |
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| Thursday, October 27 |
Stats candidate job talk (12:30-1:30pm) |
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| Friday, Oct. 28 |
Simulation-based testing: Part 2 |
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| Week 08 |
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| Monday, Oct. 31 |
Live code |
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| Tuesday, Nov. 1 |
HW 05 due at 11:59pm |
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| Wednesday, Nov. 2 |
Two-sample inference: difference in means |
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HW 06 assigned |
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Stats candidate job talk (12:30-1:30pm) |
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| Friday, Nov. 4 |
Two-sample inference: difference in proportions |
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Deadline for drop/add |
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| Saturday, Nov. 5 |
E-mail professor about project partner |
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| UNIT 3 |
Introductory modeling techniques |
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| Week 09 |
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| Monday, Nov. 7 |
Two-sample inference: difference in proportions (cont.) |
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| Tuesday, Nov. 8 |
HW 06 due at 11:59pm |
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| Wednesday, Nov. 9 |
Project work day |
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HW 07 assigned |
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Stats candidate job talk (12:30-1:30pm) |
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| Friday, Nov. 11 |
Linear models |
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| Week 09 |
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| Monday, Nov. 14 |
Linear models (cont.) |
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| Tuesday, Nov. 15 |
HW 07 due at 11:59pm |
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| Wednesday, Nov. 16 |
Linear regression: conditions |
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HW 08 assigned |
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| Friday, Nov. 18 |
Project work day |
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Project proposals due at 11:59pm |
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| Week of Nov. 21 |
Thanksgiving break |
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| Week 11 |
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| Monday, Nov. 28 |
Project work day. No in-person class and no office hours. |
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| Wednesday, Nov. 30 |
Multiple linear regression (MLR) |
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HW 08 due at 11:59pm |
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| Friday, Dec. 2 |
Project work day |
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Project draft due at 11:59pm |
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| Week 12 |
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| Monday, Dec. 5 |
Spatial data visualization |
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| Wednesday, Dec. 7 |
Project work day |
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Course reponse forms! |
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| Thursday, Dec. 8 |
Projects due 11:59pm |
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| Friday, Dec. 9 |
Project presentations |
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| Monday, Dec. 12 |
Project presentations cont. |
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