Developing SQL Data Models (MS20768)
880.2 KM

Started on April 12, 2021

Opis

This three days training provided by a trainer targets database professionals who have a role in BI development. This course provides knowledge about implementing multidimensional databases using SQL Server Analysis Services (SSAS) and creating data models for SSAS analysis.

Poželjno predznanje

Before attending this course, students must have:

  • Experience of querying data using Transact-SQL

Plan obuke

Module 1: Introduction to Business Intelligence and Data Modeling

This module introduces key BI concepts and the Microsoft BI product suite.

  • Introduction to Business Intelligence
  • The Microsoft business intelligence platform

Module 2: Creating Multidimensional Databases

This module describes how to create multidimensional databases using SQL Server Analysis Services.

  • Introduction to Multidimensional Analysis
  • Data Sources and Data Source Views
  • Cubes
  • Overview of Cube Security
  • Configure SSAS
  • Monitoring SSAS

Module 3: Working with Cubes and Dimensions

This module describes how to implement dimensions in a cube.

  • Configuring Dimensions
  • Defining Attribute Hierarchies
  • Implementing Sorting and Grouping Attributes
  • Slowly Changing Dimensions

Module 4: Working with Measures and Measure Groups

This module describes how to implement measures and measure groups in a cube.

  • Working with Measures
  • Working with Measure Groups

Module 5: Introduction to MDX

This module describes the MDX syntax and how to use MDX.

  • MDX fundamentals
  • Adding Calculations to a Cube
  • Using MDX to Query a Cube

Module 6: Customizing Cube Functionality

This module describes how to customize a cube.

  • Implementing Key Performance Indicators
  • Implementing Actions
  • Implementing Perspectives
  • Implementing Translations

Module 7: Implementing a Tabular Data Model by Using Analysis Services

This module describes how to implement a tabular data model in Power Pivot.

  • 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.

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

Module 9: Performing Predictive Analysis with Data Mining

This module describes how to use data mining for predictive analysis.

  • 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
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Calculus Training Center osnovala je u Banjaluci 2016. godine kompanija Prointer ITSS.
Calculus Training Center se inicijalno afirmisao za obuke i programe koji se odnose na Window Server sertifikaciju, namijenjenu osobama koje se bave projektovanjem, implementacijom, konfiguracijom i upravljanjem računarskim sistemima i Windows server infrastrukturom. S obzirom da se edukativni programi konstantno razvijaju, tako su i ciljevi Centra usmjereni na razvoj i unaprijeđenje. U skladu s tim, unaprijeđujemo i program Centra.