Tentative Class Schedule

NOTE: The following class schedule and deadlines are subject to change. Please check back from time to time.

Week

Date

Topic

Lecture

Deadlines/Evaluation

1

 

8/21/2006

Chapter 1: Introduction

chap1_intro

 

8/23/2006

Chapter 1: Introduction

 

 

2

 

8/28/2006

Chapter 2: Data

chap2_data

 

8/30/2006

Chapter 2: Data

PCA.pdf

 

3

 

9/04/2006

Labor Day

 

 

9/06/2006

Chapter 4: Classification (Decision Tree)

PCA.ppt chap4_class

Homework 1 

4

 

9/11/2006

Chapter 4: Classification (Decision Tree)

 

 

9/13/2006

Chapter 4: Classification (Decision Tree)

 

Quiz 1 

5

 

9/18/2006

Chapter 4: Classification (Decision Tree)

 

 

9/20/2006

Chapters 4,5: Classification (Model Evaluation)

 

Homework 2

6

 

9/25/2006

Chapter 4,5: Classification (Model Evaluation)

 

 

9/27/2006

Chapter 5: Classification  (NN, Bayesian, SVM)

chap5-NN

Project 1 

7

 

10/02/2006

Chapter 5: Classification (NN, Bayesian, SVM)

 

 

10/04/2006

 

 

Midterm

8

 

10/09/2006

Chapter 6: Association Analysis

chap6-basic-I

 

10/11/2006

Chapter 6: Association Analysis

 

Homework 3 

9

 

10/16/2006

Chapter 6: Association Analysis

 

 

10/18/2006

Chapter 6: Association Analysis (Evaluation)

chap6-basic-II

 

10

 

10/23/2006

Chapter 6: Association Analysis (Evaluation)

 

 

10/25/2006

Chapter 7: Association Analysis (Extensions)

chap7-extended

Homework 4

11

 

10/30/2006

Chapter 8: Cluster Analysis (Basic)

chap8-cluster-I

 

11/01/2006

Chapter 8: Cluster Analysis (K-Means)

 

 

12

 

11/06/2006

Chapter 8: Cluster Analysis (Hierarchical)

chap8-cluster-II

  

11/08/2006

Chapter 8: Cluster Analysis

 

Homework 5     Quiz 2 

13

 

11/13/2006

Chapter 8: Cluster Analysis (Density)

 

 

11/15/2006

Chapter 8: Cluster Analysis (Evaluation)

chap8-cluster-III

Project 2

14

 

11/20/2006

Advanced Topic (Semi-Supervised Clustering)

semi-clustering

 

11/22/2006

Advanced Topic (Semi-Supervised Clustering)

 

Homework 6  

11/23—24 Thanksgiving Holiday

15

 

11/27/2006

Case Study (Chapter 10: Anomaly Detection)

chap10-anomaly

 

11/29/2006

Case Study (Gene Expression Pattern Image Mining)

 

 

16

 

12/04/2006

 

 

Final 

12/06/2006