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Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Overview of Business Intelligence principles
- The role of SSAS within the Microsoft BI ecosystem
- Insight into SSAS architecture and core components
- Interrelationships between SSAS, SSIS, SSRS, and Power BI
Installing and Configuring SSAS
- Installation of SQL Server Analysis Services
- Configuration of SSAS environments
- Understanding deployment modes:
- Multidimensional models
- Tabular models
- Management of SSAS databases and instances
Business Intelligence and Data Analytics Concepts
- Understanding data warehouses and analytical frameworks
- Converting operational data into actionable business insights
- Designing analytical solutions to support decision-making
- Overview of OLAP and analytical processing techniques
SSAS Data Modeling
- Introduction to multidimensional data models
- Designing dimensions and measures
- Building cubes and analytical structures
- Establishing relationships between data objects
- Implementing best practices for BI data models
Working with SSAS Tabular Models
- Understanding the architecture of tabular models
- Creating and managing 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 dimensions
- Developing calculated members and measures
- Filtering and analyzing multidimensional data
Advanced SSAS Features
- Leveraging Columnstore Index technology
- Enhancing analytical query performance
- Advanced integration with SSIS
- Overview of Master Data Services (MDS) integration
Deploying BI Solutions with SSAS
- Deploying SSAS solutions to production environments
- Connecting SSAS models with client applications
- Integrating with reporting and visualization tools
- Supporting enterprise-level BI scenarios
Troubleshooting and Performance Optimization
- Monitoring SSAS performance metrics
- Identifying and resolving common configuration issues
- Optimizing queries and data models
- Applying best practices for SSAS administration
Practical Workshop and Course Review
- Constructing analytical models using SSAS
- Creating and querying BI solutions
- Reviewing real-world SSAS implementation scenarios
- Summary of key concepts and subsequent steps
Requirements
- A foundational understanding of data analysis
- Practical experience with Microsoft SQL Server
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
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