20768 Developing SQL Data Models

  A Distancia

      Overview

       

      The focus of this 3-day instructor-led course is 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 the Exam 70-768.

      Audience profile

       

      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

      Length

       

      24 hours

       

       

      Prerequisites

      Before attending this course, students must have:

      Experience of querying data using Transact-SQL

       

      Course details

       

      Module 1: Introduction to Business Intelligence and Data ModelingThis module introduces key BI concepts and the Microsoft BI product suite

      .Lessons

      Introduction to Business Intelligence

      The Microsoft business intelligence platform

      Exploring a data model

       

      Module 2: Creating Multidimensional DatabasesThis module describes how to create multidimensional databases using SQL Server Analysis Services.Lessons

      Introduction to Multidimensional Analysis

      Creating Data Sources and Data Source Views

      Creating a Cube

      Overview of Cube Security

      Configure SSAS

      Monitoring SSAS

       

      Module 3: Working with Cubes and DimensionsThis module describes how to implement dimensions in a cube.Lessons

      Configuring Dimensions

      Defining Attribute Hierarchies

      • Sorting and Grouping Attributes
      • Slowly Changing Dimensions

       

      Module 4: Working with Measures and Measure GroupsThis module describes how to implement measures and measure groups in a cube.Lessons

      Working with Measures

      Working with Measure Groups

       

      Module 5: Introduction to MDXThis module describes the MDX syntax and how to use MDX.Lessons

      MDX fundamentals

      Adding Calculations to a Cube

      Using MDX to Query a Cube

       

      Module 6: Customizing Cube FunctionalityThis module describes how to customize a cube.Lessons

      Introduction to Business Intelligence

      The Implementing Key Performance Indicators

      Implementing Actions

      Implementing Perspectives

      Implementing Translations

       

      Module 7: Implementing a Tabular Data Model by Using Analysis ServicesThis module describes how to implement a tabular data model in Power Pivot.Lessons

      Introduction to Tabular Data Models

      Creating a Tabular Data Model

      Using an Analysis Services Tabular Data Model in an Enterprise BI Solution

       

      Module 8: Introduction to Data Analysis Expression (DAX)This module describes how to use DAX to create measures and calculated columns in a tabular data model.Lessons

      DAX Fundamentals

      Using DAX to Create Calculated Columns and Measures in a Tabular Data Model

       

      Module 9: Performing Predictive Analysis with Data MiningThis module describes how to use data mining for predictive analysis.Lessons

      Overview of Data Mining

      Creating a Custom Data Mining Solution

      Validating a Data Mining Model

      Connecting to and Consuming a Data-Mining Model

      Using the Data Mining add-in for Excel

       

      Ver calendario

       

       

      12 mayo, 2021

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