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Course Outline

Introduction to SQL Server Analysis Services (SSAS)

  • Overview of Business Intelligence concepts
  • The role of SSAS within the Microsoft BI ecosystem
  • Exploring SSAS architecture and core 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
  • Management of SSAS databases and instances

Business Intelligence and Data Analytics Concepts

  • Understanding data warehouses and analytical models
  • Transforming operational data into actionable business insights
  • Designing analytical solutions to support decision-making
  • Overview of OLAP and analytical processing

SSAS Data Modeling

  • Introduction to multidimensional data models
  • Designing dimensions and measures
  • Creating cubes and analytical structures
  • Establishing relationships between data objects
  • Applying best practices for BI data models

Working with SSAS Tabular Models

  • Understanding tabular model architecture
  • Creation and management of tabular models
  • Querying tabular data
  • Utilizing calculations and analytical expressions
  • Optimizing 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

  • Utilizing Columnstore Index technology
  • Enhancing analytical query performance
  • Advanced integration with SSIS
  • Overview of Master Data Services (MDS) integration

Deploying BI Solutions with SSAS

  • Deployment of SSAS solutions to production environments
  • Connecting SSAS models with client applications
  • Integration with reporting and visualization tools
  • Supporting enterprise-level BI scenarios

Troubleshooting and Performance Optimization

  • Monitoring SSAS performance
  • Identifying and resolving common configuration issues
  • Optimizing queries and data models
  • Implementing SSAS administration best practices

Practical Workshop and Course Review

  • Building 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

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