- Impact of Business Intelligence Tools on Organizational Decision-Making
- Role of Data Visualization and Dashboards in Modern Business Intelligence Systems
Syllabus
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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
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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
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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
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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
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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
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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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Question Bank
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Assignments
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Youtube videos
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