| Date | Topic | Readings | Due | Lecture |
|---|---|---|---|---|
| 1/8 | Introductions | ek01 | L01 | |
| 1/10 | Data Collection | r01 | L02 | |
| 1/15 | No Class (MLK) | |||
| 1/17 | Representing Graphs | ek02 | L03 | |
| 1/22 | Small Worlds | ek20 | L04 | |
| 1/24 | Community Detection I | lru10.2-3 | A0 | L05 |
| 1/29 | Community Detection II | lru10.4 | L06 | |
| 1/31 | Link Prediction | lnk2004 | L07 | |
| 2/5 | Cascades I | ek16 | L08 | |
| 2/7 | Cascades II | ek19 | Proposal | L09 |
| 2/12 | Sentiment Analysis I | plv2002 | Q1 | L10 |
| 2/14 | Sentiment Analysis II | tgd2003 | A1 | L11 |
| 2/19 | Test 1 | |||
| 2/21 | Demographic Inference I | L12 | ||
| 2/26 | Demographic Inference II | L13 | ||
| 2/28 | Recommendation Systems I | mmds09 | L18 | |
| 3/5 | Recommendation Systems II | L19 | ||
| 3/7 | More Classification | notes | A2 | L14 |
| 3/12 | No Class (Spring Break) | |||
| 3/14 | No Class (Spring Break) | |||
| 3/19 | More Classification | notes | Milestone | L15 |
| 3/21 | Guest Lecture | |||
| 3/26 | Text Regression | L16 | ||
| 3/28 | Text Regression | A3 | L17 | |
| 4/2 | Word Clustering | 16.4 | L20 | |
| 4/4 | Word Clustering | L20 | ||
| 4/9 | Special Topics (Bots/Fake news) | |||
| 4/11 | Special Topics (TBD) | Q2 | ||
| 4/15 | -- | Presentation | ||
| 4/16 | Presentations | |||
| 4/18 | Presentations | Report | ||
| 4/23 | Ethics | A4 | L21 | |
| 4/25 | Test 2 |