CS8075 Data Warehousing and Data Mining Lecture Notes, Books, Important Part-A 2 Marks Questions with answers Important Part-B & Part-C Questions with Answers, Question Banks and Syllabus

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CS8075 Data Warehousing and Data Mining

CS8075 Data Warehousing and Data Mining MCQ Multi Choice Questions, Lecture Notes, Books, Study Materials, Question Papers, Syllabus Part-A 2 marks with answers CS8075 Data Warehousing and Data Mining MCQ Multi Choice Questions, Subjects Important Part-B 16 marks Questions, PDF Books, Question Bank with answers Key And MCQ Question & Answer, Unit Wise Important Question And Answers, One Mark Question With Answers, Choose The Best Answer.

Download link is provided for Students to download the Anna University CS8075 Data Warehousing and Data Mining MCQ Multi Choice Questions, Lecture Notes, Books, Study Materials, Question Papers, Syllabus Part A 2 marks with answers & Part B 16 marks Question, Question Bank with answers, MCQ Question & Answer, Unit Wise Important Question And Answers, One Mark Question With Answers, Choose The Best Answer. All the materials are listed below for the students to make use of it and score good (maximum) marks with our study materials.

Subject Details

SEMESTER : 06
SUBJECT CODE : CS8075
SUBJECT NAME : Data Warehousing and Data Mining
DEPARTMENT : Computer Science and Engineering
YEAR : Third Year (III Year)
REGULATION : 2017
CONTENT : Syllabus, Lecture Notes, Important Part-A 2 Marks Questions and Important Part-B 13 & 15 Mark Questions, Previous Years Question Papers Collections and Question Banks.

” CS8075 Data Warehousing and Data Mining MCQ Multi Choice Questions”

“ CS8075 Data Warehousing and Data Mining Lecture Notes “

“CS8075 Data Warehousing and Data Mining Important 16 marks Questions with Answers”

“ CS8075 Data Warehousing and Data Mining Important 2 marks Questions with Answers”

“ CS8075 Data Warehousing and Data Mining Important Part A & Part B Questions”

“ CS8075 Data Warehousing and Data Mining Syllabus Question Banks”

CS8075 Data Warehousing and Data Mining MCQ Multi Choice Questions, Lecture Notes & Part A & Part B Important Questions with Answers

Syllabus

CS8075 Data Warehousing and Data Mining

UNIT I DATA WAREHOUSING, BUSINESS ANALYSIS AND ON-LINE ANALYTICAL PROCESSING (OLAP)

Basic Concepts – Data Warehousing Components – Building a Data Warehouse – Database Architectures for Parallel Processing – Parallel DBMS Vendors – Multidimensional Data Model – Data Warehouse Schemas for Decision Support, Concept Hierarchies -Characteristics of OLAP Systems – Typical OLAP Operations, OLAP and OLTP.

UNIT II DATA MINING – INTRODUCTION

Introduction to Data Mining Systems – Knowledge Discovery Process – Data Mining Techniques – Issues – applications- Data Objects and attribute types, Statistical description of data, Data Preprocessing – Cleaning, Integration, Reduction, Transformation and discretization, Data Visualization, Data similarity and dissimilarity measures.

UNIT III DATA MINING – FREQUENT PATTERN ANALYSIS

Mining Frequent Patterns, Associations and Correlations – Mining Methods- Pattern Evaluation Method – Pattern Mining in Multilevel, Multi Dimensional Space – Constraint Based Frequent Pattern Mining, Classification using Frequent Patterns

UNIT IV CLASSIFICATION AND CLUSTERING

Decision Tree Induction – Bayesian Classification – Rule Based Classification – Classification by Back Propagation – Support Vector Machines –– Lazy Learners – Model Evaluation and Selection-Techniques to improve Classification Accuracy. Clustering Techniques – Cluster analysis-Partitioning Methods – Hierarchical Methods – Density Based Methods – Grid Based Methods – Evaluation of clustering – Clustering high dimensional data- Clustering with constraints, Outlier analysis-outlier detection methods.

UNIT V WEKA TOOL

Datasets – Introduction, Iris plants database, Breast cancer database, Auto imports database – Introduction to WEKA, The Explorer – Getting started, Exploring the explorer, Learning algorithms, Clustering algorithms, Association–rule learners.

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CS8075 Data Warehousing and Data Mining MCQ Collection

CS8075 MCQ Collection 01 – DOWNLOAD  UPDATE SOON

CS8075 Data Warehousing and Data Mining Unit Wise Notes Collection

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CS8075 Data Warehousing and Data Mining Important Questions Collection

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CS8075 Data Warehousing and Data Mining Question Papers Collection

CS8075 Last 5 Years Question Papers Collection – DOWNLOAD

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