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Session 5
Business Intelligence Systems
OLAP Systems and Multidimensional Analysis
4 hours
Duration
8
Materials
6
Objectives
Session Overview
Comprehensive study of Online Analytical Processing (OLAP) systems, cube design, multidimensional modeling, and advanced analytical operations for business intelligence.
Learning Objectives
By the end of this session, you should be able to:
- Understand OLAP concepts: ROLAP, MOLAP, and HOLAP architectures
- Design and implement multidimensional cubes with hierarchies and measures
- Master MDX (Multidimensional Expressions) query language
- Apply drill-down, drill-up, slice, dice, and pivot operations
- Implement calculated measures, KPIs, and advanced cube calculations
- Design aggregation strategies and cube partitioning for performance
Course Materials
Download materials for offline study and reference
OLAP Systems Theory and Implementation (65 pages)
Available material
Multidimensional Cube Design Guide
Available material
MDX Query Language Reference and Tutorial
Available material
OLAP Operations and Navigation Techniques
Available material
Calculated Measures and KPI Implementation
Available material
Cube Performance Optimization Strategies
Available material
OLAP Tools Comparison and Selection Guide
Available material
Advanced Analytical Operations Workshop
Available material