Section: Week 3: Data Exploration | Data Mining (Fall 2021)

Section outline

Topics of Discussion
Discussion on data mining process: Data preparation and cleansing and task identification
Project Discussion and execution plan
Expected Learning Outcome
Visualization data mining processes
Selection of project topic by team
- Select activity Class Discussion Slide
  
  Students must
  
  Mark as done
  
  Class Discussion Slide
- Select activity Additional Reading
  
  Students must
  
  Mark as done
  
  Additional Reading
- Select activity Working with Python and Panda-Part 1Download Data ...
  
  Students must
  
  Mark as done
  
  Working with Python and Panda-Part 1
  Download Data Fle-Part 1
  Working with Python and Panda-Part 2
  Download Data File-Part 2

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)

CSE450(E) (2021-09-22 at 00:16 GMT-7)

CSE450(B) (2021-09-26 at 00:08 GMT-7)

CSE412(PC-B) (2021-09-27 at 01:58 GMT-7)

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

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

CSE450(A) (2021-10-04 at 22:43 GMT-7)

CSE450(F) (2021-10-04 at 19:51 GMT-7)

CSE450(F) (2021-10-18 at 19:57 GMT-7)

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

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

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

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

CSE450(A) (2021-10-25 at 22:45 GMT-7)

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