MCA
MCA 1 SEM.
Introduction to Information Technology
Programming Based Numerical Analysis
Advanced Programming in ‘C’ Language
Data Structure with Algorithm
Digital Electronics
MCA 2 SEM.
Principles of Operating System
Object Oriented Programming with C++
Computer System Architecture
Web Technology
Discrete Mathematics
MCA 3 SEM.
Introduction to JAVA
Artificial Intelligence and Expert Systems
RDBMS
Theory of Computation
Computer Network
MCA 4 SEM.
Compiler Design
Software Engineering
Financial Accounting
Operation Research
Management Information System
MCA 5 SEM.
Soft Computing Techniques
Interactive Computer Graphics
Data Mining & Data Warehousing
Network Security
Analysis & Design of Algorithm
MCA 6 SEM.
Major Project ( Viva Voce)
Guru Ghasidas Vishwavidyalaya
Bilaspur Bilaspur Chhattisgarhhttp://www.ggu.ac.in
MCA 5 SEM.
Subject: Data Mining & Data Warehousing

UNIT - 1 Data Mining

Meaning, necessity, steps, Normal searching Vs. knowledge extraction.


UNIT - 2 Data Mining on different types of databases

Relational, Data Warehouses, Transactional, Object oriented, Object relational, Spatial, Temporal and time series, Text and multimedia, Heterogeneous and legacy.


UNIT - 3 Data Warehouse

Meaning, definition, OLTP Vs. OLAP, Data cube, Star, Snow flake, Constellations, Basic concepts in writing of DML.


UNIT - 4 Data Preprocessing

Noisy data, Inconsistent data, Data integration, Data transformation, Dimensionality reduction, Data compression.


UNIT - 5 Classification and Prediction

Meaning, Neutral networks based classification, K-nearest neighbor classifiers, Clustering, k-means clustering.


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