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Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Overview of Business Intelligence concepts
- Role of SSAS in the Microsoft BI ecosystem
- Understanding SSAS architecture and components
- Relationship between SSAS, SSIS, SSRS, and Power BI
Installing and Configuring SSAS
- Installing SQL Server Analysis Services
- Configuring SSAS environments
- Understanding deployment modes:
- Multidimensional model
- Tabular model
- Managing SSAS databases and instances
Business Intelligence and Data Analytics Concepts
- Understanding data warehouses and analytical models
- Transforming operational data into business insights
- Designing analytical solutions for decision-making
- Overview of OLAP and analytical processing
SSAS Data Modeling
- Introduction to multidimensional data models
- Designing dimensions and measures
- Creating cubes and analytical structures
- Implementing relationships between data objects
- Applying best practices for BI data models
Working with SSAS Tabular Models
- Understanding tabular model architecture
- Creating and managing tabular models
- Querying tabular data
- Working with calculations and analytical expressions
- Optimizing tabular model performance
Querying Multidimensional Data with MDX
- Introduction to MDX (Multidimensional Expressions)
- Querying cubes and dimensions
- Creating calculated members and measures
- Filtering and analysing multidimensional data
Advanced SSAS Features
- Working with Columnstore Index technology
- Improving analytical query performance
- Enhanced integration with SSIS
- Overview of Master Data Services (MDS) integration
Deploying BI Solutions with SSAS
- Deploying SSAS solutions to production environments
- Connecting SSAS models with client applications
- Integrating with reporting and visualization tools
- Supporting enterprise BI scenarios
Troubleshooting and Performance Optimization
- Monitoring SSAS performance
- Identifying common configuration issues
- Optimizing queries and data models
- Applying SSAS administration best practices
Practical Workshop and Course Review
- Building analytical models using SSAS
- Creating and querying BI solutions
- Reviewing real-world SSAS implementation scenarios
- Summary of key concepts and next steps
Requirements
- An understanding of data analysis
- Experience with Microsoft SQL Server
14 Hours
Testimonials (1)
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