Date | Topic | Notice | |
---|---|---|---|
Sep. | 2 | Introduction (Chapter 1) | |
4 | Basics, Finding Similar Items (Chapter 3) | ||
9 | Finding Similar Items (Chapter 3) | ||
11 | Finding Similar Items (Chapter 3) | ||
16, 18 | Mining Data Streams (Chapter 4) | HW1 out | |
23 | Mining Data Streams-2 (Chapter 4) | ||
25 | Mining Data Streams-3 (Chapter 4) | ||
30 | Link Analysis (Chapter 5) | HW2 out | |
Oct. | 2 | Link Analysis (Chapter 5) | |
7 | Link Analysis-2 (Chapter 5) | ||
9 | Link Analysis-3 (Chapter 5) | ||
14 | Link Analysis-4 (Chapter 5) | ||
16 | Link Prediction | HW 3 out | |
21 | Midterm | ||
23 | Frequent Itemsets (Chapter 6) | ||
28 | Frequent Itemsets-2 (Chapter 6) | ||
30 | Clustering (Chapter 7) | ||
Nov. | 4 | Clustering-2 (Chapter 7) | HW 4 out |
6 | Advertising on the Web (Chapter 8) | ||
11 | Advertising on the Web-2 (Chapter 8) | ||
13 | Recommendation (Chapter 9) | ||
18 | Recommendation-2 (Chapter 9) | HW 5 out | |
20 | Mining Social-Network Graphs (Chapter 10) | ||
25 | Mining Social-Network Graphs-2 (Chapter 10) | ||
27 | Dimensionality Reduction (Chapter 11) | ||
Dec. | 2 | Dimensionality Reduction-2 (Chapter 11) | HW 6 out |
4 | Time Series Prediction | ||
9 | Anomaly Detection, Conclusion | ||
11 | Final |