Please note that this schedule is subject to change.
| Date | Topic | Readings | Assignments |
|---|---|---|---|
| 1/11 | Introduction | ||
| 1/13 | Python | McKinney, Ch.2-3 | |
| 1/18 | No Class | ||
| 1/20 | Python | ||
| 1/25 | Structured Data | McKinney, Ch. 4 | A1 |
| 1/27 | Data and Pandas | McKinney, Ch. 5 | |
| 2/01 | Data Wrangling | McKinney, Ch. 6 | |
| 2/03 | Data Wrangling | Kandel et al. | A2 |
| 2/08 | Data Cleaning | McKinney, Ch. 7 | |
| 2/10 | Data Transformation | Jin et al. | |
| 2/15 | Data Transformation | McKinney, Ch. 8 | A3 |
| 2/17 | Test 1 | ||
| 2/22 | Data Integration | ||
| 2/24 | Data Fusion | Dong et al. | |
| 3/01 | Data Exploration | Chapman et al. | |
| 3/03 | Data Curation | Wilkinson et al. | A4 |
| 3/08 | Data Citation | ||
| 3/10 | Scalable Databases | Lakshman & Malik | |
| 3/15 | Scalable Databases | Corbett et al. | |
| 3/17 | Graph Data | Angles | |
| 3/22 | Databases and Visualization | Liu et al. | |
| 3/24 | Spatial Data | Lins et al. | |
| 3/29 | Test 2 | ||
| 3/31 | No Class | ||
| 4/05 | Time Series Data | McKinney, Ch. 11 | A5 |
| 4/07 | Provenance | Freire et al. | |
| 4/12 | Provenance | Freire et al. 2 | |
| 4/14 | Reproducibility | Collberg & Proebsting | |
| 4/19 | Databases and Machine Learning | Kraska et al. | |
| 4/21 | Review | ||
| 4/26 | Final Exam (4-5:50pm) |