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 Duration 14 hours

Course Outline

Introduction to SQL Server Analysis Services (SSAS)

  • Foundation of Business Intelligence (BI) principles
  • SSAS function within the Microsoft BI framework
  • Analysis of SSAS architectural components
  • Interoperability between SSAS, SSIS, SSRS, and Power BI

Installing and Configuring SSAS

  • Installation procedures for SQL Server Analysis Services
  • Configuration of SSAS environments for government
  • Deployment mode evaluation:
    • Multidimensional modeling
    • Tabular modeling
  • Administration of SSAS databases and instances

Business Intelligence and Data Analytics Concepts

  • Data warehouse and analytical model frameworks
  • Conversion of operational data into actionable intelligence
  • Strategic design of analytical solutions for governance
  • Overview of OLAP and analytical processing methodologies

SSAS Data Modeling

  • Foundations of multidimensional data architecture
  • Configuration of dimensions and measures
  • Construction of cubes and analytical structures
  • Definition of relationships between data entities
  • Application of best practices for BI data models for government

Working with SSAS Tabular Models

  • Analysis of tabular model architecture
  • Development and administration of tabular models
  • Execution of queries on tabular data
  • Utilization of calculations and analytical expressions
  • Performance optimization of tabular models

Querying Multidimensional Data with MDX

  • Introduction to MDX (Multidimensional Expressions)
  • Querying of cubes and dimensional structures
  • Creation of calculated members and metrics
  • Filtering and analysis of multidimensional datasets

Advanced SSAS Features

  • Implementation of Columnstore Index technology
  • Enhancement of analytical query performance
  • Advanced integration protocols with SSIS
  • Integration of Master Data Services (MDS) functionalities

Deploying BI Solutions with SSAS

  • Deployment of SSAS solutions to production environments for government
  • Integration of SSAS models with client-side applications
  • Alignment with reporting and visualization platforms
  • Support for enterprise-level BI operational scenarios

Troubleshooting and Performance Optimization

  • Monitoring of SSAS operational performance
  • Diagnosis of standard configuration anomalies
  • Optimization of query execution and data models
  • Adherence to SSAS administration standards for government

Practical Workshop and Course Review

  • Construction of analytical models using SSAS
  • Development and interrogation of BI solutions
  • Examination of practical SSAS implementation cases
  • Consolidation of core concepts and forward planning

Requirements

  • Familiarity with data analysis principles
  • Proficiency with Microsoft SQL Server

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