RIS625 – Data Warehousing and Mining

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: 051 401 2754 [email protected] www.ufs.ac.za/it RIS625 – DATA WAREHOUSING AND MINING Dr. Eduan Kotzé 30 January 2013

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RIS625 – Data Warehousing and Mining. Dr. Eduan Kotzé. Module Objective. Learn the fundamentals of data warehousing and dimensional modeling and how to apply the knowledge of database systems (3 rd year) in data warehouses. - PowerPoint PPT Presentation

Transcript of RIS625 – Data Warehousing and Mining

Page 1: RIS625 – Data Warehousing and Mining

T: 051 401 2754 [email protected] www.ufs.ac.za/it

RIS625 – DATA WAREHOUSING AND MINING

Dr. Eduan Kotzé

30 January 2013

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MODULE OBJECTIVE

• Learn the fundamentals of data warehousing and dimensional modeling and how to apply the knowledge of database systems (3rd year) in data warehouses.

 • Learn the fundamentals of Extraction-Transformation-

Loading (ETL) and apply the knowledge in SQL Server Data Tools.

• Deliver a SQL*2012 Data Warehouse solution loaded with external data that will be provided.

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DEVELOPMENT ENVIRONMENT

• SQL Server 2012• SQL Server Integration Services (SSIS)• SQL Server Data Tools (SSDT)

– (SSDT is just a specialized use of the familiar Visual Studio 2010).

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ASSESSMENT

• Written Examination (60%)

• Data Warehouse Project (30%)

• Class Tests (10%)

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PRESCRIBED BOOK (FOR RIS622 AS WELL) Data Warehousing Fundamentals

For IT Professionals

2nd Edition

Paulray Ponniah

Wiley Computer Publishing

New Jersey

2010

ISBN: 978-0-470-46207-2

Kalahari.net

Take2.co.za

Loot.co.za

Van Schaik - R1045.00

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SUPPLEMENTARY BOOK

Professional Microsoft SQL Server

2012 Integration Services

Brian Knight, Erik Veerman,

Jessica M. Moss, Mike Davis, Chris Rock

Wiley

Indianapolis, IN

2012

ISBN: 978-1-118-10112-4

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RIS622 (ADVANCED DATABASES)

• More practical application of DW/BI• Online Analytical Processing (OLAP) cubes in

SSAS• Data mining in SSAS (Clustering, Neural

Networks and Decision Trees)• No written examination.• Develop a BI tool in C#.

Page 8: RIS625 – Data Warehousing and Mining

T: 051 401 2754 [email protected] www.ufs.ac.za/it

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