Advanced Data Mining - Schedules

CAP5778: Advanced Data Mining

Instructor: Peixiang Zhao
| Syllabus | Announcement | Schedule | Assignment | Resources |

Lecture Schedule

This page provides a tentative schedule of lecture topics, reading materials, and important milestones/deadlines. Please note: as a plan, the schedule is subject to changes and adjustments (Reference: University academic calendar)

Reading refers to the textbook chapter or sections. See the table of contents

Week	Topics	Reading	Assignment	Project
1 (8/25, 8/27)	Introduction	Chapter 1
2 (9/1, 9/3)	Similarity Search	Chapter 3
3 (9/8, 9/10)	Similarity Search	Chapter 3
4 (9/15, 9/17)	Data Streams	Chapter 4
5 (9/22, 9/24)	Data Streams	Chapter 4	Homework 1
6 (9/29, 10/1)	Link Analysis	Chapter 4
7 (10/6, 10/8)	Link Analysis	Chapter 5	Homework 1 Due
8 (10/13, 10/14)	Computational Advertising	Chapter 5		Project proposal
9 (10/20, 10/22)	Computational Advertising	Chapter 8	Homework 2
10 (10/27, 10/29)	Computational Advertising	Chapter 8	Homework 2 Due
11 (11/3, 11/5)	Dimensionality Reduction	Chapter 11
12 (11/10, 11/12)	Dimensionality Reduction	Chapter 11	Homework 3
13 (11/17, 11/19)	Dimensionality Reduction	Chapter 11		Project Presentation
14 (11/24, ~~11/26~~) Thanksgiving Holiday	Dimensionality Reduction	Chapter 11	Homework 3 Due
15 (12/1, 12/3)	Review			Project Report
16	Final Exam	Monday Dec. 7th 10am - 12pm