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Course Outline
Foundations of SQL Server Analysis Services (SSAS)
- Key Business Intelligence concepts
- The position of SSAS within the Microsoft BI ecosystem
- Architecture and core components of SSAS
- Interconnections among SSAS, SSIS, SSRS, and Power BI
Setup and Configuration of SSAS
- Installation procedures for SQL Server Analysis Services
- Configuring SSAS environments
- Deployment modes explained:
- Multidimensional models
- Tabular models
- Administering SSAS databases and instances
Core Concepts in BI and Data Analytics
- Data warehouses and analytical model structures
- Converting operational data into strategic business insights
- Architecting analytical solutions for informed decision-making
- Introduction to OLAP and analytical processing
Modeling Data in SSAS
- Overview of multidimensional data models
- Structuring dimensions and measures
- Developing cubes and analytical frameworks
- Establishing relationships between data objects
- Best practices for constructing BI data models
Managing SSAS Tabular Models
- Tabular model architecture insights
- Creation and administration of tabular models
- Executing queries on tabular data
- Utilizing calculations and analytical expressions
- Performance tuning for tabular models
Multidimensional Querying via MDX
- Introduction to MDX (Multidimensional Expressions)
- Querying cubes and dimensions
- Defining calculated members and measures
- Filtering and analyzing multidimensional datasets
Advanced SSAS Capabilities
- Leveraging Columnstore Index technology
- Enhancing analytical query efficiency
- Advanced SSIS integration techniques
- Integration with Master Data Services (MDS)
Implementing BI Solutions with SSAS
- Rolling out SSAS solutions to production environments
- Linking SSAS models with client applications
- Integration with reporting and visualization platforms
- Supporting complex enterprise BI use cases
Diagnosing Issues and Optimizing Performance
- Monitoring SSAS operational health
- Recognizing frequent configuration challenges
- Refining queries and data models for speed
- Applying SSAS administration best practices
Practical Application and Course Recap
- Constructing analytical models with SSAS
- Building and querying BI solutions
- Analyzing real-world SSAS implementation cases
- Summary of essential concepts and future directions
Requirements
- A foundational grasp of data analysis principles
- Practical experience with Microsoft SQL Server
14 Hours
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