20768 Developing SQL Data Models

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20768 Developing SQL Data Models

This 3-day instructor-led course focuses on creating managed enterprise BI solutions. It describes how to implement both multidimensional and tabular data models and how to create cubes, dimensions, measures, and measure groups.

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Overview

This 3-day instructor-led course focuses on creating managed enterprise BI solutions. It describes how to implement both multidimensional and tabular data models and how to create cubes, dimensions, measures, and measure groups. This course helps you prepare for Exam 70-768.

Prerequisites

Participants who wish to take up this course should meet the following prerequisites:

  • Experience of querying data using Transact-SQL

Who Should Attend?

This course is highly recommended for database professionals who need to fulfill the BI Developer role to create enterprise BI solutions. The primary responsibilities include:

  • Implementing multidimensional databases by using SQL Server Analysis Services
  • Creating tabular semantic data models for analysis by using SQL Server Analysis Services

Course Outline

  • Introduction to Business Intelligence
  • The Microsoft business intelligence platform

Lab: Exploring a BI Solution

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

Lab: Creating a multidimensional database

  • Configuring dimensions
  • Define attribute hierarchies
  • Sorting and grouping attributes
  • Slowly Changing Dimensions

Lab: Working with Cubes and Dimensions

  • Working with measures
  • Working with measure groups

Lab: Configuring Measures and Measure Groups

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

Lab: Using MDX

  • Introduction to Business Intelligence
  • The Implementing key performance indicators
  • Implementing actions
  • Implementing perspectives
  • Implementing translations

Lab: Customizing a Cube

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

Lab: Working with an Analysis services tabular data model

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

Lab: Creating Calculated Columns and Measures by using DAX

  • Overview of data mining
  • Creating a custom data mining solution
  • Validating a data mining model
  • Using the Data Mining add-in for Excel

Lab: Using Data Mining

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