| Week | Topic | Link |
|---|---|---|
| na | Syllabus | html |
| na | Introduction | slides - pdf |
| 1 | PyReview | slides - pdf - notebook - lab |
| 2 | Pandas Dataframes | slides - pdf - notebook - lab |
| 3 | Indexing, Slicing, and Manipulation | slides - pdf - notebook - lab |
| 4 | Joining and Aggregations | slides - pdf - notebook - lab |
| 5 | Visualization | slides - pdf - notebook  - lab |
| 6 | Exploratory Data Analysis | slides - pdf - notebook - lab |
| 7 | Online Data Collection | slides - pdf - notebook - lab |
| 8 | Speaker Week - SNA by Dr. AlNahedh | Slides |
| 8 | Speaker Week - Data Vis by Dr. AlAwadhi | Slides Video |
| 8 | Speaker Week - NLP by Dr. AlBader | Slides Video |
| 9 | Final Project | Requirements |
| 9 | How to publish your slides | |
| 10 | Tips on using tweepy | notebook |
to Datacamp.com for providing the online content free to our students which they utilized to learn more about advanced topics such as NLP and ML to apply in their projects.
- Airline complaints on SM by Yosef AlGhanim Slides - Notebook - Video
- Infosec on SM by Hmoud AlGhanim and Mohammad AlTarrah Slides - Notebook - Video
- Kuwaiti Banks on SM by Muneera AlRashaid, Amna Najy, and Nedhar AlOtaibi Slides - Notebook - Video
- Reddit popular submissions by Omar AlKhayat, Eisa AlAnsari, and Ali Behbehani Slides - Notebook - Video