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Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Foundational concepts of Business Intelligence
- The function of SSAS within the broader Microsoft BI landscape
- Comprehending SSAS architecture and its core components
- The synergy between SSAS, SSIS, SSRS, and Power BI
Installation and Configuration of SSAS
- Setting up SQL Server Analysis Services
- Configuring the SSAS operational environment
- Distinguishing between deployment modes:
- Multidimensional models
- Tabular models
- Administration of SSAS databases and instances
Core Concepts in Business Intelligence and Data Analytics
- An overview of data warehouses and analytical frameworks
- Converting operational data into strategic business insights
- Structuring analytical solutions to support informed decision-making
- Introduction to OLAP and analytical processing techniques
Data Modeling with SSAS
- Basics of multidimensional data models
- Structuring dimensions and measures
- Building cubes and analytical structures
- Establishing connections between various data objects
- Adhering to best practices for BI data modeling
Managing SSAS Tabular Models
- Understanding the underlying architecture of tabular models
- Creation and maintenance of tabular models
- Executing queries on tabular data
- Utilizing calculations and analytical expressions
- Optimizing performance in tabular models
Querying Multidimensional Data via MDX
- Introduction to MDX (Multidimensional Expressions)
- Retrieving data from cubes and dimensions
- Developing calculated members and measures
- Filtering and analyzing multidimensional data sets
Advanced Capabilities of SSAS
- Leveraging Columnstore Index technology
- Enhancing the performance of analytical queries
- Strengthened integration with SSIS
- Insights into Master Data Services (MDS) integration
Implementation of BI Solutions with SSAS
- Rolling out SSAS solutions in production settings
- Linking SSAS models with client-side applications
- Integration with reporting and visualization platforms
- Addressing enterprise-level BI scenarios
Troubleshooting and Performance Tuning
- Monitoring SSAS system performance
- Diagnosing typical configuration challenges
- Refining queries and data models
- Implementing best practices for SSAS administration
Hands-on Workshop and Course Summary
- Constructing analytical models with SSAS
- Developing and querying BI solutions
- Analyzing real-world SSAS deployment cases
- Recap of essential concepts and recommended next steps
Requirements
- Familiarity with data analysis principles
- Proficiency with Microsoft SQL Server
14 Hours
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