Section: Week 9: Working with Clustering | Data Mining (Fall 2021)

Section outline

Topics of Discussion
Clustering Data
Problem Solving using Clustering
Course Project Presentation 2

Expected Learning Outcome
Understanding of clustering in data mining
Problem solving using clustering
- Select activity Class Discussion on Clustering Slide
  
  Students must
  
  Mark as done
  
  Class Discussion on Clustering Slide
- Select activity Working with Python and Clustering
  
  Students must
  
  Mark as done
  
  Working with Python and Clustering
- Select activity K-MEAN Clustering
  
  K-MEAN Clustering File
  
  Students must
  
  Mark as done
- Select activity K-MEAN Clustering Practice
  
  K-MEAN Clustering Practice Assignment
  
  Students must
  
  Mark as done

Welcome to Data Mining

Announcements

CSE450(B) (2021-09-22 at 22:40 GMT-7)

CSE450(F) (2021-09-22 at 21:16 GMT-7)

CSE450(A) (2021-09-22 at 03:21 GMT-7)

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CSE450(F) (2021-09-27 at 20:37 GMT-7)

CSE450(E) (2021-09-29 at 00:44 GMT-7)

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CSE450(A) (2021-10-18 at 22:50 GMT-7)

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CSE450(F) (2021-10-20 at 21:16 GMT-7)

CSE450(B) (2021-10-20 at 22:50 GMT-7)

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CSE450(F) (2021-10-25 at 19:53 GMT-7)

CSE450(E) (2021-10-26 at 00:12 GMT-7)

CSE450(F) (2021-10-27 at 21:14 GMT-7)

CSE450(A) (2021-10-27 at 02:08 GMT-7)

CSE450(E) (2021-10-27 at 00:27 GMT-7)

CSE450(F) (2021-11-22 at 19:05 GMT-8)

CSE450(E) (2021-11-23 at 23:16 GMT-8)

CSE450(F) (2021-11-29 at 19:18 GMT-8)

CSE450(A) (2021-12-06 at 22:06 GMT-8)

Week 1: Introduction

Week 2: Working with Data

Week 3: Data Exploration

Week 4: Classification and Prediction

Tutorials Point Lab Practice: scikit-learn

Another PPT of Classification

Another Resource of Entropy and Gain

Week 5: Classification Tuning

Decision Tree pdf

Decision Tree Entopy Gain

Gini Index

Week 6: Nearest Neighbor and Bayesian Classification

Bayes rule

Class Activities Resource Link on Bayes Classifier

Class Test

Week 7: Mid Exam

Answer Script Template File

Mid Term Question Paper Fall 2021

Fall 2021: Mid Term answer script submission link

Week 8: Association Rule Mining

Apriori pdf resource

Apriori Report Submission

Week 9: Working with Clustering

K-MEAN Clustering

K-MEAN Clustering Practice

Week 10: Neural Network

Basic Neural Network

Week 11: Course Project Discussion

Project Presentation Guideline

Section outline