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Introduction to concepts of business intelligence (BI) and the practice/techniques in building a BI solution. Focuses are on how to use data warehouses as a BI solution to make better organizational decisions.
Credit(s)
3.0
Pre-requisites
IST 659, OR IST 359 with a minimum grade of B or higher
Professor of Record
Michael Fudge
Audience
Graduate students
Learning Objectives
After taking this course, students will be able to:
- Describe various database constructs - ODS, Data Warehouse, Data Mart
- Describe the components of a data warehouse
- Differentiate between Ralf Kimball’s and Bill Inmon's approaches
- Describe various integration approaches - ETL, EII, EAI
- Describe a Master Data Management (MDM) solution
- Create database objects using popular database management system products
- Design and implement data warehouse and business intelligence components
- Define the roles and responsibilities in the design and development of data warehouses
- Differentiate various requirements gathering and dimensional modeling techniques
- Define project management guidelines
- Describe the data governance concepts
- List some of the recent trends in Data Warehouse
Course Syllabi
IST 722 Fall 2020 Intensive Course Syllabus- TaberKhan, P. DougHumayun
IST 722 Fall 2020 Spring 2021 Syllabus - Khan, HumayunChad Harper
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