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Course Outline
Foundations of SQL Server Analysis Services (SSAS)
- Overview of core Business Intelligence concepts
- The pivotal role of SSAS within the Microsoft BI ecosystem
- In-depth look at SSAS architecture and key components
- Interdependencies among SSAS, SSIS, SSRS, and Power BI
Setting Up SSAS
- Step-by-step installation of SQL Server Analysis Services
- Configuring optimal SSAS environments
- Exploring deployment modes:
- Multidimensional models
- Tabular models
- Administrating SSAS databases and instances
BI and Data Analytics Fundamentals
- Navigating data warehouses and analytical models
- Converting operational data into strategic business insights
- Designing analytical frameworks for informed decision-making
- Key aspects of OLAP and analytical processing
SSAS Data Modeling Techniques
- Introduction to multidimensional data structures
- Constructing effective dimensions and measures
- Building cubes and analytical frameworks
- Establishing logical relationships between data objects
- Adopting best practices for BI data modeling
Mastering SSAS Tabular Models
- Anatomy of tabular model architecture
- Creating and maintaining tabular models
- Efficient querying of tabular data
- Utilizing calculations and analytical expressions
- Performance tuning for tabular models
Multidimensional Querying with MDX
- Essentials of MDX (Multidimensional Expressions)
- Querying cubes and dimensional data
- Developing calculated members and measures
- Advanced filtering and analysis of multidimensional data
Advanced SSAS Capabilities
- Leveraging Columnstore Index technology
- Enhancing analytical query performance
- Seamless integration workflows with SSIS
- Integration strategies with Master Data Services (MDS)
Implementing BI Solutions with SSAS
- Deploying SSAS solutions in production settings
- Bridging SSAS models with client-side applications
- Integrating with reporting and visualization platforms
- Addressing enterprise-level BI use cases
Optimizing Performance and Troubleshooting
- Monitoring SSAS health and performance
- Diagnosing and resolving common configuration challenges
- Refining queries and data model structures
- Implementing best practices for SSAS administration
Hands-On Workshop and Recap
- Building analytical models using SSAS
- Developing and querying comprehensive BI solutions
- Analyzing real-world SSAS implementation case studies
- Key takeaways and recommended next steps
Requirements
- Familiarity with data analysis concepts
- Hands-on experience with Microsoft SQL Server
14 Hours
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