Datasci for lang & mind
Tuesdays and Thursdays COHN 402
| Week | Day | Topic | Resources |
|---|---|---|---|
| 1 | 08-28 | Hello, world! | slides |
| 1 | 08-31 | R-basics | slides, demo, lab |
| 2 | 09-05 | Data importing | slides, demo |
| 2 | 09-07 | Data visualization | slides, demo, lab |
| 2 | 09-10 | Problem set 1 | solutions |
| 3 | 09-12 | More data visualization | see 09-07, demo |
| 3 | 09-14 | Data wrangling | slides, lab |
| 4 | 09-19 | Quiz 1 | study guide, solutions |
| 4 | 09-20 | Sampling distribution | slides, lab |
| 5 | 09-26 | Hypothesis testing | |
| 5 | 09-28 | R tutorial | |
| 5 | 10-01 | Problem set 2 | |
| 6 | 10-03 | Model specification | |
| 6 | 10-05 | Model fitting | |
| 7 | 10-10 | Quiz 2 | |
| 7 | 10-12 | No class, break | |
| 8 | 10-17 | R tutorial | |
| 8 | 10-19 | Model accuracy | |
| 8 | 10-22 | Problem set 3 | |
| 9 | 10-24 | Model reliability | |
| 9 | 10-26 | R tutorial | |
| 10 | 10-31 | Quiz 3 | |
| 10 | 11-02 | TBD guest | |
| 11 | 11-07 | Classification | |
| 11 | 11-09 | R tutorial | |
| 11 | 11-12 | Problem set 4 | |
| 12 | 11-14 | Inference | |
| 12 | 11-16 | R tutorial | |
| 13 | 11-21 | Quiz 4 | |
| 13 | 11-23 | No class, break | |
| 14 | 11-28 | Feature engineering | |
| 14 | 11-30 | R tutorial | |
| 14 | 12-03 | Problem set 5 | |
| 15 | 12-05 | Multilevel models | |
| 15 | 12-07 | R tutorial | |
| 15 | 12-10 | Problem set 6 |