Click on the module number to access the module's materials.
| Module | Topic | HW Assignments |
|---|---|---|
| Unit 1 - Web Science and Web Architecture | ||
| 1 | Introduction to Web Science and Web Architecture | |
| 2 | Introduction to Python | HW1 - Web Science Intro |
| 3 | Introduction to Info Vis with R, Python | |
| 4 | Measuring the Web | |
| 5 | Archiving the Web | HW2 - Web Archiving |
| 6 | Searching the Web | HW3 - Ranking Webpages |
| Unit 2 - Social Networks | ||
| 7 | Social Networks | HW4 - Exploring Social Networks |
| 8 | Selection and Social Influence | |
| 9 | Visualizing Social Networks | HW5 - Graph Partitioning |
| 10 | Disinformation | HW6 - Analyzing Disinformation Domains |
| Unit 3 - Collective Intelligence | ||
| 11 | Collective Intelligence and Recommender Systems | HW7 - Recommender Systems |
| 12 | Clustering Algorithms | HW8 - Clustering |
| 13 | Document Filtering (Classification) | HW9 - Email Classification |
| 14 | kNN and Algorithm Summary |