QMIS 492
Data Analysis & Visualization
Fall 2017
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 |
Special thanks
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.
Final 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