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 |
The content of this project itself is licensed under the Creative Commons Attribution 3.0 Unported license, and the underlying source code used to format and display that content is licensed under the MIT license.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent