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AL-801 · Business Intelligence/Official Syllabus

Business Intelligence (AL-801) - Official Syllabus

1
Unit 1

BUSINESS INTELLIGENCE

  • Effective and timely decisions
  • Data, information and knowledge
  • Role of mathematical models
  • Business intelligence architectures: Cycle of a business intelligence analysis
  • Enabling factors in business intelligence projects
  • Development of a business intelligence system
  • Ethics and business intelligence
2
Unit 2

KNOWLEDGE DELIVERY

  • The business intelligence user types
  • Standard reports
  • Interactive Analysis and Ad Hoc Querying
  • Parameterized Reports and Self-Service Reporting
  • dimensional analysis
  • Alerts/Notifications
  • Visualization: Charts, Graphs, Widgets, Scorecards and Dashboards
  • Geographic Visualization
  • Integrated Analytics
  • Considerations: Optimizing the Presentation for the Right Message
3
Unit 3

EFFICIENCY

  • Efficiency measures
  • The CCR model: Definition of target objectives
  • Peer groups
  • Identification of good operating practices
  • cross efficiency analysis
  • virtual inputs and outputs
  • Other models
  • Pattern matching
  • cluster analysis
  • outlier analysis
4
Unit 4

BUSINESS INTELLIGENCE APPLICATIONS

  • Marketing models
  • Logistic and Production models
  • Case studies
5
Unit 5

FUTURE OF BUSINESS INTELLIGENCE

  • Future of business intelligence
  • Emerging Technologies
  • Machine Learning
  • Predicting the Future
  • BI Search & Text Analytics
  • Advanced Visualization
  • Rich Report
  • Future beyond Technology

Reference Books

  • Business Intelligence Roadmap: The Complete Project Lifecycle of Decision Making
  • Business Intelligence: Data Mining and Optimization for Decision Making
  • Business Intelligence: The Savvy Manager's Guide
  • Successful Business Intelligence: Secrets to Making BI a Killer App
  • The Data Warehouse Lifecycle Toolkit
  • Decision Support and Business Intelligence Systems
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