NOTE: The following class schedule and deadlines are subject to change. Please check back from time to time.
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Week |
Date |
Topic |
Lecture |
Deadlines/Evaluation |
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1
|
8/21/2006 |
Chapter 1: Introduction |
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8/23/2006 |
Chapter 1: Introduction |
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2
|
8/28/2006 |
Chapter 2: Data |
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8/30/2006 |
Chapter 2: Data |
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3
|
9/04/2006 |
Labor Day |
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9/06/2006 |
Chapter 4: Classification (Decision Tree) |
Homework 1 |
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4
|
9/11/2006 |
Chapter 4: Classification (Decision Tree) |
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9/13/2006 |
Chapter 4: Classification (Decision Tree) |
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Quiz 1 |
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5
|
9/18/2006 |
Chapter 4: Classification (Decision Tree) |
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9/20/2006 |
Chapters 4,5: Classification (Model
Evaluation) |
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Homework 2 |
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6
|
9/25/2006 |
Chapter 4,5: Classification (Model Evaluation) |
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9/27/2006 |
Chapter 5: Classification (NN, Bayesian, SVM) |
Project 1 |
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7
|
10/02/2006 |
Chapter 5: Classification (NN, Bayesian, SVM) |
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10/04/2006 |
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Midterm |
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8
|
10/09/2006 |
Chapter 6: Association Analysis |
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10/11/2006 |
Chapter 6: Association Analysis |
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Homework 3 |
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9
|
10/16/2006 |
Chapter 6: Association Analysis |
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10/18/2006 |
Chapter 6: Association Analysis (Evaluation) |
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10
|
10/23/2006 |
Chapter 6: Association Analysis
(Evaluation) |
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10/25/2006 |
Chapter 7: Association Analysis (Extensions) |
Homework 4 |
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11
|
10/30/2006 |
Chapter 8: Cluster Analysis (Basic) |
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11/01/2006 |
Chapter 8: Cluster Analysis (K-Means) |
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12
|
11/06/2006 |
Chapter 8: Cluster Analysis (Hierarchical) |
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11/08/2006 |
Chapter 8: Cluster Analysis |
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Homework 5
Quiz 2 |
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13
|
11/13/2006 |
Chapter 8: Cluster Analysis (Density) |
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11/15/2006 |
Chapter 8: Cluster Analysis (Evaluation) |
Project 2 |
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14
|
11/20/2006 |
Advanced Topic (Semi-Supervised Clustering) |
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11/22/2006 |
Advanced Topic (Semi-Supervised Clustering) |
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Homework 6 |
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11/23—24
Thanksgiving |
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15
|
11/27/2006 |
Case Study (Chapter 10:
Anomaly Detection) |
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11/29/2006 |
Case Study (Gene Expression Pattern Image Mining) |
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16
|
12/04/2006 |
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Final |
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12/06/2006 |
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