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Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Fundamental principles of Business Intelligence within the public sector
- The function of SSAS in Microsoft’s data analytics framework
- Structure and core components of SSAS
- Interoperability between SSAS, SSIS, SSRS, and Power BI for government data workflows
Installation and Configuration of SSAS
- Procedures for installing SQL Server Analysis Services
- Configuration protocols for SSAS environments
- Deployment mode specifications:
- Multidimensional model deployment
- Tabular model deployment
- Administration of SSAS databases and instances
Business Intelligence and Data Analytics Frameworks
- Principles of data warehousing and analytical modeling for government operations
- Conversion of operational data into actionable intelligence
- Designing analytical architectures to support informed decision-making
- Overview of OLAP systems and analytical processing standards
SSAS Data Modeling Standards
- Foundations of multidimensional data modeling
- Construction of dimensions and measurable attributes
- Development of cubes and analytical structures
- Establishment of relationships between data entities
- Application of best practices for government BI data models
Implementation of SSAS Tabular Models
- Architecture of tabular models for government use cases
- Creation and management of tabular structures
- Data retrieval and querying procedures
- Development of calculations and analytical expressions
- Strategies for optimizing tabular model efficiency
Querying Multidimensional Data with MDX
- Introduction to MDX (Multidimensional Expressions) syntax
- Techniques for querying cubes and dimensions
- Development of calculated members and measures
- Methods for filtering and analyzing multidimensional datasets
Advanced SSAS Capabilities
- Utilization of Columnstore Index technology for government data
- Enhancement of analytical query performance
- Deep integration with SQL Server Integration Services (SSIS)
- Integration with Master Data Services (MDS) for data governance
Deployment of BI Solutions using SSAS
- Deployment of SSAS solutions to production environments for government use
- Connectivity between SSAS models and client applications
- Integration with reporting and visualization platforms
- Support for enterprise-scale BI scenarios
Troubleshooting and Performance Optimization
- Monitoring tools and techniques for SSAS performance
- Identification of common configuration discrepancies
- Optimization of queries and underlying data models
- Implementation of SSAS administration best practices
Practical Workshop and Curriculum Review
- Construction of analytical models utilizing SSAS for government purposes
- Development and querying of BI solutions
- Analysis of real-world SSAS implementation case studies
- Consolidation of key concepts and strategic next steps
Requirements
- Demonstrated proficiency in data analytics methodologies
- Practical application experience with Microsoft SQL Server environments
14 Hours
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