EE226 Big Data Mining

Office Hour

Time: Every Friday 8-9PM
Location: Week 1-4, 9-12 at No. 1 Software Building (软件楼) Room 1106-1
Week 5-8, 13-16 at 电信群楼1号楼4楼咖啡屋

Course Overview

1. Introduction to Data Mining Slides.
2. Fundamentals of Data Mining Slides.
3. Basic Data Mining Alg. 1 (Release Assignment 1) Slides.
4. Basic Data Mining Alg. 2 Slides.
5. Supervised Learning 1 (Quiz 1)
6. Supervised Learning 2 (Release course work; Assignment 1 due) Slides.
7. Supervised Learning 3
8. Supervised Learning 4 (Course work due; Quiz 2)
9. Unsupervised Learning
10. Cancelled due to holiday arrangement (Release Assignment 2)
11. Graphical Prob. Models 1 (Assignment 2 due)
12. Graphical Prob. Models 2 (Release Assignment 3)
13. Reinforcement Learning (Assignment 3 due)
14. Adversarial Attacks to Machine Learning
15. Privacy-Preserving Data Mining (Quiz 3)
16. Poster Session (Define a data mining problem -> Stating the difference from previous works -> Choosing a model to solve it -> Implementation -> Experimental results -> Report -> Poster)