VTU Data Mining Notes

Hello Friends , I want to Get B.E (Engineering)/ Information Science (ISE)/Sem 7Data Warehousing & DATA Mining Notes of Visvesvaraya Technological University , Would you please give me For my help ?

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Subject Code: 10IS74

I.A. Marks : 25

Hours/Week : 04

Exam Hours: 03

Total Hours : 52

Exam Marks:100

PART – A

UNIT – 1

Data Warehousing:

6 Hours
Introduction, Operational Data Stores (ODS), Extraction Transformation Loading (ETL), Data Warehouses. Design Issues, Guidelines for Data Warehouse Implementation, Data Warehouse Metadata.

UNIT – 2 6 Hours
Online Analytical Processing (OLAP): Introduction, Characteristics of OLAP systems,
Multidimensional view and Data cube, Data Cube Implementations, Data Cube operations,
Implementation of OLAP and overview on OLAP Softwares.

UNIT – 3 6 Hours
Data Mining: Introduction, Challenges, Data Mining Tasks, Types of Data,Data Preprocessing, Measures of Similarity and Dissimilarity, Data Mining Applications

UNIT – 4 8 Hours

Association Analysis: Basic Concepts and Algorithms: Frequent Itemset Generation, Rule Generation, Compact Representation of Frequent Itemsets, Alternative methods for generating Frequent Itemsets, FP
Growth Algorithm,Evaluation of Association Patterns


B.E (Engineering)/ Information Science (ISE)/Sem 7Data Warehousing & DATA Mining Notes







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Contact Details :

Phone: 0831 249 8196

Address :

Visvesvaraya Technological University
Jnana Sangama, VTU Main Road, Machhe,
Belagavi, Karnataka 590018

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