20768 Developing SQL Data Models

Course Overview

This three-day instructor-led course is aimed at database professionals who fulfil a Business Intelligence (BI) developer role. This course looks at implementing multidimensional databases by using SQL Server Analysis Services (SSAS), and at creating tabular semantic data models for analysis with SSAS.

Who Should Attend

The primary audience for this course are database professionals who need to fulfil BI Developer role to create enterprise BI solutions. Primary responsibilities will include: - Implementing multidimensional databases by using SQL Server Analysis Services - Creating tabular semantic data models for analysis by using SQL Server Analysis Services - The secondary audiences for this course are ‘power’ information workers/data analysts.

Course Objectives

After completing this course, students will be able to:

  • Describe the components, architecture, and nature of a BI solution
  • Create a multidimensional database with analysis services
  • Implement dimensions in a cube
  • Implement measures and measure groups in a cube
  • Use MDX syntax
  • Customize a cube
  • Implement a tabular database
  • Use DAX to query a tabular model
  • Use data mining for predictive analysis

    Suggested Prerequisites

    Course Outline

    1 - Introduction to Business Intelligence and Data Modeling

    • Introduction to Business Intelligence
    • The Microsoft business intelligence platform

    2 - Creating Multidimensional Databases

    • Introduction to multidimensional analysis
    • Creating data sources and data source views
    • Creating a cube
    • Overview of cube security

    3 - Working with Cubes and Dimensions

    • Configuring dimensions
    • Define attribute hierarchies
    • Sorting and grouping attributes

    4 - Working with Measures and Measure Groups

    • Working with measures
    • Working with measure groups

    5 - Introduction to MDX

    • MDX fundamentals
    • Adding calculations to a cube
    • Using MDX to query a cube

    6 - Customizing Cube Functionality

    • Implementing key performance indicators
    • Implementing actions
    • Implementing perspectives
    • Implementing translations

    7 - Implementing a Tabular Data Model by Using Analysis Services

    • Introduction to tabular data models
    • Creating a tabular data model
    • Using an analysis services tabular model in an enterprise BI solution

    8 - Introduction to Data Analysis Expression (DAX)

    • DAX fundamentals
    • Using DAX to create calculated columns and measures in a tabular data model

    9 - Performing Predictive Analysis with Data Mining

    • Overview of data mining
    • Using the data mining add-in for Excel
    • Creating a custom data mining solution
    • Validating a data mining model
    • Connecting to and consuming a data mining model

  • Enroll Today

    This is a 3-day class

    Price: $1,785.00
    Payment Options

    ILT Instructor‑Led Training

    OLL Online LIVE

    GTR  Guaranteed to Run

    Class times are listed Eastern time. This class is available for Private Group Training

    To sort by location or date, click the ‘When’ and ‘Where’ column headings.

    Cart When Time   Where How
    11/23/2020 9:00AM - 5:00PM GTR Online LIVE OLL

    Class times are listed Eastern time
    This class is available for Private Group Training