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Duration 14 hours
Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Foundation of Business Intelligence (BI) principles
- SSAS function within the Microsoft BI framework
- Analysis of SSAS architectural components
- Interoperability between SSAS, SSIS, SSRS, and Power BI
Installing and Configuring SSAS
- Installation procedures for SQL Server Analysis Services
- Configuration of SSAS environments for government
- Deployment mode evaluation:
- Multidimensional modeling
- Tabular modeling
- Administration of SSAS databases and instances
Business Intelligence and Data Analytics Concepts
- Data warehouse and analytical model frameworks
- Conversion of operational data into actionable intelligence
- Strategic design of analytical solutions for governance
- Overview of OLAP and analytical processing methodologies
SSAS Data Modeling
- Foundations of multidimensional data architecture
- Configuration of dimensions and measures
- Construction of cubes and analytical structures
- Definition of relationships between data entities
- Application of best practices for BI data models for government
Working with SSAS Tabular Models
- Analysis of tabular model architecture
- Development and administration of tabular models
- Execution of queries on tabular data
- Utilization of calculations and analytical expressions
- Performance optimization of tabular models
Querying Multidimensional Data with MDX
- Introduction to MDX (Multidimensional Expressions)
- Querying of cubes and dimensional structures
- Creation of calculated members and metrics
- Filtering and analysis of multidimensional datasets
Advanced SSAS Features
- Implementation of Columnstore Index technology
- Enhancement of analytical query performance
- Advanced integration protocols with SSIS
- Integration of Master Data Services (MDS) functionalities
Deploying BI Solutions with SSAS
- Deployment of SSAS solutions to production environments for government
- Integration of SSAS models with client-side applications
- Alignment with reporting and visualization platforms
- Support for enterprise-level BI operational scenarios
Troubleshooting and Performance Optimization
- Monitoring of SSAS operational performance
- Diagnosis of standard configuration anomalies
- Optimization of query execution and data models
- Adherence to SSAS administration standards for government
Practical Workshop and Course Review
- Construction of analytical models using SSAS
- Development and interrogation of BI solutions
- Examination of practical SSAS implementation cases
- Consolidation of core concepts and forward planning
Requirements
- Familiarity with data analysis principles
- Proficiency with Microsoft SQL Server
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