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Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Fundamentals of Business Intelligence concepts
- The function of SSAS within the Microsoft BI ecosystem
- An overview of SSAS architecture and its components
- The connection between SSAS, SSIS, SSRS, and Power BI
Installation and Configuration of SSAS
- Setting up SQL Server Analysis Services
- Configuring SSAS environments
- Exploring deployment modes:
- Multidimensional model
- Tabular model
- Administration of SSAS databases and instances
Concepts in Business Intelligence and Data Analytics
- Insight into data warehouses and analytical models
- Converting operational data into actionable business insights
- Crafting analytical solutions to support decision-making
- An introduction to OLAP and analytical processing
Data Modeling with SSAS
- Getting started with multidimensional data models
- Designing dimensions and measures
- Building cubes and analytical structures
- Establishing relationships between data objects
- Adopting best practices for BI data models
Managing SSAS Tabular Models
- Understanding the architecture of tabular models
- Creating and maintaining tabular models
- Executing queries on tabular data
- Utilizing calculations and analytical expressions
- Enhancing the performance of tabular models
Querying Multidimensional Data using MDX
- An introduction to MDX (Multidimensional Expressions)
- Querying cubes and dimensions
- Developing calculated members and measures
- Filtering and analyzing multidimensional data
Advanced Features of SSAS
- Utilizing Columnstore Index technology
- Enhancing analytical query performance
- Improving integration with SSIS
- An overview of Master Data Services (MDS) integration
Deploying BI Solutions with SSAS
- Rolling out SSAS solutions to production settings
- Linking SSAS models with client applications
- Integrating with reporting and visualization tools
- Supporting enterprise-level BI scenarios
Troubleshooting and Performance Tuning
- Monitoring SSAS performance metrics
- Diagnosing common configuration challenges
- Optimizing queries and data models
- Implementing SSAS administration best practices
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 future steps
Requirements
- Familiarity with data analysis principles
- Practical experience with Microsoft SQL Server
14 Hours
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