Course materials are organized by week.
| Week | General Topic | Link to Materials |
|---|---|---|
| 01 | Introduction to Data Science | 01_intro |
| 02 | Version Control & Data | 02_python |
| 03 | Data Ethics | 03_ethics |
| 04 | Data Analysis | 04_analysis |
| 05 | Inference | 05_inference |
| 06 | Text Analysis | 06_text |
| 07 | Machine Learning | 07_machine_learning |
| 08 | Geospatial Analysis | 08_geospatial |
| 09 | Dimensionality Reduction | 09_pca |
| 10 | Data Science Communication & Jobs | 10_communication |
| XX | Discussion Lab Answers | XX_lab_answers |