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Course Outline

Introduction to SQL Server Analysis Services (SSAS)

  • Foundational Business Intelligence concepts
  • The strategic role of SSAS within the Microsoft BI ecosystem
  • Exploring SSAS architecture and core components
  • Examining the synergy between SSAS, SSIS, SSRS, and Power BI

Installing and Configuring SSAS

  • Procedure for installing SQL Server Analysis Services
  • Setting up and configuring SSAS environments
  • Distinguishing deployment modes:
    • Multidimensional model
    • Tabular model
  • Managing SSAS databases and server instances

Business Intelligence and Data Analytics Concepts

  • Comprehending data warehouses and analytical frameworks
  • Converting operational data into strategic business insights
  • Crafting analytical solutions to support decision-making
  • Overview of OLAP and analytical processing methodologies

SSAS Data Modeling

  • Introduction to multidimensional data structures
  • Defining dimensions and measures
  • Constructing cubes and analytical architectures
  • Establishing relationships between data objects
  • Adhering to best practices for BI data models

Working with SSAS Tabular Models

  • Analyzing tabular model architecture
  • Building and managing tabular models
  • Executing queries on tabular data
  • Utilizing calculations and analytical expressions
  • Enhancing tabular model performance

Querying Multidimensional Data with MDX

  • Introduction to MDX (Multidimensional Expressions)
  • Querying cubes and dimensions
  • Developing calculated members and measures
  • Filtering and analyzing multidimensional data sets

Advanced SSAS Features

  • Leveraging Columnstore Index technology
  • Optimizing analytical query performance
  • Deepening integration with SSIS
  • Overview of Master Data Services (MDS) integration

Deploying BI Solutions with SSAS

  • Deploying SSAS solutions into production environments
  • Linking SSAS models with client applications
  • Integrating with reporting and visualization tools
  • Addressing enterprise-level BI scenarios

Troubleshooting and Performance Optimization

  • Monitoring SSAS system performance
  • Diagnosing common configuration challenges
  • Refining queries and data models for efficiency
  • Implementing SSAS administration best practices

Practical Workshop and Course Review

  • Constructing analytical models using SSAS
  • Creating and querying comprehensive BI solutions
  • Reviewing real-world SSAS implementation cases
  • Summary of key concepts and recommended next steps

Requirements

  • A foundational understanding of data analysis
  • Practical experience with Microsoft SQL Server
 14 Hours

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