Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to SQL Server Analysis Services (SSAS)
- Overview of Business Intelligence concepts
- The role of SSAS within the Microsoft BI ecosystem
- Comprehending SSAS architecture and its components
- The relationship 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 model
- Tabular model
- Administration of SSAS databases and instances
Business Intelligence and Data Analytics Concepts
- Understanding data warehouses and analytical models
- Converting operational data into business insights
- Designing analytical solutions to support decision-making
- Overview of OLAP and analytical processing
SSAS Data Modeling
- Introduction to multidimensional data models
- Design of dimensions and measures
- Creation of cubes and analytical structures
- Implementation of relationships between data objects
- Application of best practices for BI data models
Working with SSAS Tabular Models
- Understanding tabular model architecture
- Creation and management of tabular models
- Querying tabular data
- Handling calculations and analytical expressions
- Optimization of tabular model performance
Querying Multidimensional Data with MDX
- Introduction to MDX (Multidimensional Expressions)
- Querying cubes and dimensions
- Creation of calculated members and measures
- Filtering and analyzing multidimensional data
Advanced SSAS Features
- Utilization of Columnstore Index technology
- Improvement of analytical query performance
- Enhanced integration with SSIS
- Overview of Master Data Services (MDS) integration
Deploying BI Solutions with SSAS
- Deployment of SSAS solutions to production environments
- Connection of SSAS models with client applications
- Integration with reporting and visualization tools
- Support for enterprise BI scenarios
Troubleshooting and Performance Optimization
- Monitoring of SSAS performance
- Identification of common configuration issues
- Optimization of queries and data models
- Application of SSAS administration best practices
Practical Workshop and Course Review
- Construction of analytical models using SSAS
- Creation and querying of BI solutions
- Review of real-world SSAS implementation scenarios
- Summary of key concepts and next steps
Requirements
- A foundational understanding of data analysis
- Practical experience with Microsoft SQL Server
14 Hours
Testimonials (1)
personalised to our understanding and data