CSCI 5702/7702 - Data Mining

 

 

Course Schedule :

 

Week
Date
Session
Topic
Textbook
Assignment
Project
1
08/18
1
Introduction
CH 1
08/20
2
Know Your Data
CH 2
2
08/25
3
Know Your Data
CH 2
#1 Assigned on 08/28
08/27
4
Data Preprocessing
CH 3
3
09/01
5
Data Preprocessing
CH 3
09/03
6
Data Preprocessing
CH 3
4
09/08
7
Data Warehousing & OLAP
CH 4

 

09/10
8
Data Warehousing & OLAP
CH 4
5
09/15
9
Data Cube Technology
CH 5

#1 Due &

#2 Assigned on 09/18

09/17
10
Data Cube Technology
CH 5
6
09/22
11
Mining Frequent Patterns and Associations: Basic Concepts
CH 6
09/24
12
Mining Frequent Patterns and Associations: Basic Concepts
CH 6
7
09/29
13
Mining Frequent Patterns and Associations: Basic Concepts
CH 6

#2 Due &

#3 Assigned on 10/02

Proposal Due on 10/02
10/01
14
Mining Frequent Patterns and Associations: Basic Concepts
CH 6
8
10/06
15
Mining Frequent Patterns and Associations: Advanced Methods
CH 7

 

10/08
16
Midterm Exam
9
10/13
17
Mining Frequent Patterns and Associations: Advanced Methods
CH 7
10/15
18
Mining Frequent Patterns and Associations: Advanced Methods
CH 7
10
10/20
19
Classification: Basic Concepts
CH 8
10/22
20
Classification: Basic Concepts
CH 8
11
10/27
21
Classification: Basic Concepts
CH 8

#3 Due &

#4 Assigned on 10/30

10/29
22
Classification: Basic Concepts
CH 8
12
11/03
23
Classification: Advanced Methods
CH 9

#5 Assigned on 11/06

11/05
24
Classification: Advanced Methods
CH 9
13
11/10
25
Classification: Advanced Methods
CH 9
11/12
26
Cluster Analysis: Basic Concepts
CH 10
14
11/17
27
Cluster Analysis: Basic Concepts
CH 10
11/19
28
Cluster Analysis: Basic Concepts
CH 10
15
11/24
29
No Class: Fall Break
11/26
30
No Class: Fall Break
16
12/01
31
Cluster Analysis: Basic Concepts
CH 10
#4 & #5 Due on 12/04
12/03
32
Project Presentation
-
Report & Present
17
TBD
33
Final Exam
     

 

 

 
Last updated: 01/15/15