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25UCI604 – Fundamentals of Business Intelligence

By Dr Saranya Categories: B.Com(IT), Dr. SNSRCAS
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Course Content

Syllabus

UNIT 1
Why Business Intelligence - The Information Asset - Exploiting Information - Business Intelligence and Program Success - What Is Business Intelligence - The Value of Business Intelligence: The Information Asset and Data Valuation - Actionable Knowledge-Return on Investment - Business Intelligence Applications - The Intelligence Dashboard - Business Intelligence Adds Value

UNIT 2
Planning for Success Initiating a Program - Business/Information Technology Partnership - Business Intelligence Success Factors - Team Building - Strategic versus Tactical Planning - The Business Intelligence Environment: The Business Case - The Business Intelligence Process - System Infrastructure - Information Access, Delivery, and Analysis ᧓ Services - Management Issues

UNIT 3
Business Models and Information Flow The Business Case - Information Processing and Information Flow - The Information Flow Model - Usage in Practice - Modeling Frameworks - Management Issues - Business Rules: The Business Case - The Business Rules Approach - What Is a Business Rule - What Is a Business Rule System - Sources of Business Rules

UNIT 4
Data Profiling The Business Case - Data Profiling Activities - Data Model Inference - Attribute Analysis - Relationship Analysis - Data Quality and Information Compliance: The Business Case - Types of Errors - Data Cleansing - Business Rule-Based Information Compliance - Information Integration: The Business Case - ETL: Extract, Transform, Load - Enterprise Application Integration and Web Services - Record Linkage and Consolidation

UNIT 5
Data Enhancement: The Business Case - Types of Data Enhancement - Incremental Enhancements - Batch Enhancements - Standardization ᧓ Knowledge Discovery and Data Mining: The Business Case - Data Mining and the Data Warehouse - The Virtuous Cycle - Directed versus Undirected Knowledge Discovery - Six Basic Tasks of Data Mining - Data Mining Techniques

Resource links
https://learn.microsoft.com/en-us/training/powerplatform/power-bi/ https://www.coursera.org/courses?query=business%20intelligence%20ibm https://www.coursera.org/professional-certificates/google-data-analytics https://www.tableau.com/learn/training https://docs.oracle.com/en/business-intelligence/ https://tdwi.org https://www.kaggle.com https://www.datacamp.com https://www.geeksforgeeks.org/business-intelligence-bi/

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