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
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Chapter 1: Introduction |
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Chapter 1: Introduction |
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2
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Chapter 2: Data |
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Chapter 2: Data |
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3
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Chapter 4: Classification (Decision Tree) |
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Chapter 4: Classification (Decision Tree) |
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4
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Chapter 4: Classification (Decision Tree) |
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Chapter 4: Classification (Decision Tree) |
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5
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Chapters 4,5: Classification (Model
Evaluation) |
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Chapter 4,5: Classification (Model Evaluation) |
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6
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Chapter 5: Classification (NN, Bayesian) |
Quiz 1 |
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Chapter 5: Classification (NN, Bayesian) |
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7
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Chapter 5: Classification (SVM) |
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Chapter 6: Association Analysis |
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8
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Chapter 6: Association Analysis |
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Exam I |
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3/09—3/16 Spring Break |
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10
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Chapter 6: Association Analysis (Evaluation) |
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Chapter 6: Association Analysis
(Evaluation) |
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11
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Chapter 7: Association Analysis (Extensions) |
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Chapter 8: Cluster Analysis (Basic) |
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12
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4/01/2008 |
Chapter 8: Cluster Analysis (K-Means) |
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4/03/2008 |
Chapter 8: Cluster Analysis (Hierarchical) |
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13
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Chapter 8: Cluster Analysis (Density) |
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Chapter 8: Cluster Analysis (Evaluation) |
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Quiz 2 |
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14
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Advanced Topic (Privacy-preserving Clustering) |
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Advanced Topic (Semi-Supervised Clustering) |
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15
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Advanced Topic (Semi-Supervised Clustering) |
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Advanced Topic (Semi-Supervised Clustering) |
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16
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Exam II |
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