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  • Data Mining (Spring-2023)
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    Welcome to the Data Mining course!
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    Course Outline
    Text Book - Introduction to Data Mining by Tan
    Reference Book - Introduction to Data Mining and Applications
    Week 1 Assignment
    Week 1: Introduction
    Lecture Content : Week 1
    Week 1 Assignment
    Supporting study materials
    Week 2 Assignment
    Week 2: Working with Data
    Lecture Content : Week 2
    Week 2 Assignment
    Supporting study materials
    Week 3 Assignment
    Week 3: Data Exploration
    Lecture Content : Week 3
    Week 3 Assignment
    Supporting study materials
    Week 4 Assignment
    Week 4: Classification and Prediction
    Lecture Content : Week 4
    Week 4 Assignment
    Quiz - 1
    Week 4 - Assignment
    Week 5: Classification Tuning
    Lecture Content : Week 5
    Week 5 Assignment
    Supporting study materials
    Week 6 - Assignment
    Week 6: Review Week
    Supporting study materials
    Week 7 Assignment
    Week 7: Mid Term Examination
    Question Paper
    Answer Script Submission
    Week 8: Nearest Neighbor and Bayesian Classification
    Lecture Content : Week 8 - 1
    Lecture Content : Week 8 - 2
    Week 8 Assignment
    Week 9: Association Rule Mining
    Lecture Content : Week 9
    Week 9 Assignment
    Supporting study materials
    Week 10: Working with Clustering
    Lecture Content : Week 10
    Supporting study materials
    Week 11: Neural Network
    Lecture Content : Week 11
    Supporting study materials
    Week 12
    Assignment Submission
    Week 13: Review and Discussion
    Question of the Quiz - 3
    Submit the answer script for Quiz - 3
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