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Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Fundamentals of Business Intelligence
- The position of SSAS within the Microsoft BI ecosystem
- Analysis of SSAS architecture and core components
- Interconnections among SSAS, SSIS, SSRS, and Power BI
Installing and Configuring SSAS
- Installation procedures for SQL Server Analysis Services
- Setting up SSAS environments
- Differentiating deployment modes:
- Multidimensional models
- Tabular models
- Administration of SSAS databases and instances
Business Intelligence and Data Analytics Concepts
- Comprehension of data warehouses and analytical structures
- Conversion of operational data into strategic insights
- Development of analytical solutions for informed decision-making
- Overview of OLAP and analytical processing methodologies
SSAS Data Modeling
- Introduction to multidimensional data structures
- Designing dimensions and measures
- Construction of cubes and analytical frameworks
- Establishing relationships between data objects
- Application of best practices for BI data models
Working with SSAS Tabular Models
- Analysis of tabular model architecture
- Creation and management of tabular models
- Querying tabular data structures
- Utilization of calculations and analytical expressions
- Performance optimization of tabular models
Querying Multidimensional Data with MDX
- Introduction to MDX (Multidimensional Expressions)
- Executing queries on cubes and dimensions
- Development of calculated members and measures
- Filtering and analyzing multidimensional data sets
Advanced SSAS Features
- Leveraging Columnstore Index technology
- Enhancing analytical query performance
- Advanced integration techniques with SSIS
- Integration overview with Master Data Services (MDS)
Deploying BI Solutions with SSAS
- Rolling out SSAS solutions to production environments
- Connecting SSAS models to client applications
- Integration with reporting and visualization tools
- Support for enterprise-level BI scenarios
Troubleshooting and Performance Optimization
- Monitoring SSAS system performance
- Diagnosis of common configuration issues
- Optimization of queries and data models
- Implementation of SSAS administration best practices
Practical Workshop and Course Review
- Construction of analytical models using SSAS
- Creation and querying of BI solutions
- Analysis of real-world SSAS implementation cases
- Recap of key concepts and recommended next steps
Requirements
- Familiarity with data analysis concepts
- Proficiency with Microsoft SQL Server
14 Hours
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