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Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Core concepts of Business Intelligence
- The function of SSAS within the Microsoft BI ecosystem
- Insight into SSAS architecture and constituent components
- Interactions between SSAS, SSIS, SSRS, and Power BI
Installation and Configuration of SSAS
- Setting up SQL Server Analysis Services
- Configuring SSAS operational environments
- Comprehending deployment modes:
- Multidimensional models
- Tabular models
- Administration of SSAS databases and instances
Concepts in Business Intelligence and Data Analytics
- Understanding data warehouses and analytical frameworks
- Converting operational data into actionable business insights
- Developing analytical solutions to support decision-making
- Fundamentals of OLAP and analytical processing
Data Modeling in SSAS
- Introduction to multidimensional data structures
- Developing dimensions and measures
- Constructing cubes and analytical architectures
- Establishing connections between data objects
- Adhering to best practices for BI data models
Managing SSAS Tabular Models
- Understanding the architecture of tabular models
- Creation and management of tabular models
- Executing queries on tabular data
- Utilizing calculations and analytical expressions
- Optimizing the performance of tabular models
Querying Multidimensional Data with MDX
- Introduction to MDX (Multidimensional Expressions)
- Querying cubes and their dimensions
- Developing calculated members and measures
- Filtering and analyzing multidimensional data
Advanced Features of SSAS
- Utilizing Columnstore Index technology
- Enhancing the performance of analytical queries
- Improved integration capabilities with SSIS
- Overview of Master Data Services (MDS) integration
Implementing BI Solutions with SSAS
- Deploying SSAS solutions into production environments
- Linking SSAS models with client applications
- Integration with reporting and visualization tools
- Supporting enterprise-level BI scenarios
Troubleshooting and Performance Optimization
- Monitoring the performance of SSAS
- Diagnosing common configuration issues
- Refining queries and data models
- Implementing best practices for SSAS administration
Practical Workshop and Course Recap
- Constructing analytical models using SSAS
- Developing and querying BI solutions
- Examining real-world SSAS implementation cases
- Summary of core concepts and recommended next steps
Requirements
- A foundational understanding of data analysis
- Practical experience with Microsoft SQL Server
14 Hours
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