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Computer Sotware and Inormation Technology Engineering CSE IT

Data Ware Housing and Data Mining - IT6702

Data Ware Housing and Data Mining

DATA WAREHOUSING


-:- Data Warehouse Introduction
-:- Building a Data warehouse
-:- Mapping the data warehouse architecture to Multiprocessor architecture
-:- DBMS Schemas for Decision Support
-:- Data extraction, clean up and transformation
-:- Metadata
-:- Important Short Questions and Answers: Data Warehousing

BUSINESS ANALYSIS


-:- Reporting and Query Tools and Applications
-:- Need For Applications - Data Warehousing
-:- Cognous Impromptu
-:- OLAP and Need
-:- Multidimensional Data Model
-:- OLAP Guidelines
-:- Categories of OLAP Tools
-:- OLAP Tools And The Internet
-:- Important Short Questions and Answers: Data Warehousing Business Analysis

DATA MINING


-:- Data Mining
-:- Data
-:- Data Mining - On What Kind of Data? ( Types of Data )
-:- Data Mining Functionalities - What Kinds of Patterns Can Be Mined?
-:- Interestingness of Patterns
-:- Classification of Data Mining Systems
-:- Integration of a Data Mining System with a Database or Data Warehouse System
-:- Data mining primitives
-:- Major Issues in Data Mining
-:- Data Preprocessing
-:- Important Short Questions and Answers : Data Mining

ASSOCIATION RULE MINING AND CLASSIFICATION


-:- Frequent Itemsets, Closed Itemsets, and Association Rules
-:- Mining Methods
-:- Mining Various Kinds of Association Rules
-:- Association Mining to Correlation Analysis
-:- Constraint-Based Association Mining
-:- Classification and Prediction
-:- Classification by Decision Tree Induction
-:- Bayesian Classification
-:- Rule Based Classification
-:- Classification by Backpropagation
-:- SVM - Support Vector Machines
-:- Associative Classification
-:- Lazy Learners (or Learning from Your Neighbors)
-:- Other Classification Methods
-:- Prediction
-:- Important Short Questions and Answers : Association Rule Mining and Classification

CLUSTERING AND TRENDS IN DATA MINING


-:- Type of Data in Clustering Analysis
-:- Categorization of Major Clustering Methods
-:- Outlier Analysis
-:- Data Mining Applications
-:- Important Short Questions and Answers : Clustering and Applications and Trends in Data Mining
Mahendra Varman Mahendra Varman Mahendra Varman Mahendra Varman Mahendra Varman

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