Data Warehousing and Data Mining (CSE-205E)

Welcome to the homepage of the course Data Warehousing and Data Mining (CSE-205E) for M.Tech. Part-I 2nd Semester, 2011 (Elective-II). You will get all the information about the course here.

Class hours
  • Tuesday: 2:25 p.m. to 4:15 p.m.
  • Friday: 10:15 a.m. to 12:00 noon.
Marks distribution

Total marks - 100 (Written exam - 80, Assignments/Class test - 20)

Course homepage

https://sites.google.com/site/dranirbanmukhopadhyay/cse205e

Syllabus outline

  • Data Mining Fundamentals
  • Data pre-processing
  • Association rules and sequential patterns
  • Clustering
  • Regression
  • Classification
  • Deviation detection
  • Feature selection
  • Post-processing of data mining results
  • Applications

Course lectures
 
Lecture-1Data Mining - Introduction
 Slides 
Lecture-2-3   Data Pre-processing  
 Slides
Lecture-4 
Association Rule Mining - I
 Slides
Lecture-5 
Association Rule Mining - II
 Slides
Lecture-6Association Rule Mining - III  Slides
Lectures-7-10 
Clustering
 Slides
Lectures-11-13 
Classification and Decision Tree
 Slides
Lecture-14 
Classifier Performance
 Slides
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arm3.pdf
(256k)
Anirban Mukhopadhyay,
May 18, 2015, 11:37 PM
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