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Microsoft SQL Server Analysis Services (SSAS)
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$20.00
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With this course, you will be able to become an expert in employing both engines within a company’s infrastructure. Analysis Services is composed of two powerful applications – VertiPaq and Data Mining for multidimensional cubes, as well as xVelocity for Tabular Data Models. It provides enterprise-level semantic data modeling abilities to construct business intelligence systems such as Power BI, Excel Reporting Services and other information visualization tools that can make your organization even more successful!
8 Training Hours
50 Videos
9 Topics
75 Practice Questions
Course Description
Analysis Services is a combination of two analytical engines (VertiPaq for multidimensional cubes and Data Mining and xVelocity for Tabular Data Models) used in decision support and business analytics. It provides enterprise-grade semantic data model capabilities for business intelligence (BI), data analysis, and reporting applications such as Power BI, Excel, Reporting Services, and other data visualization tools. This course provides a full introduction to the use of both of these engines in an enterprise environment.
The third major component of the course is a form of Machine Learning called Data Mining. Data Mining is the analysis of large data set to reveal hidden patterns and trends. This course will teach you how to create a Data Mining solution, how to compare and validate different data mining options (models) for a given data set, and how to use your chosen model in a consumer-friendly client.
Your Training Instructor
James is a full-stack developer with over 40 years of experience. He has developed applications across all major industries and for Fortune 100 companies as well as local small businesses. James has also been teaching technology courses for over 20 years. In addition to his extensive background in technology, he has also worked as a professional opera singer.
Course Outline
Microsoft SQL Server 2019 Analysis Services (SSAS) Course Outline
Module 1 - Introduction to Business Intelligence and Data Modeling
- 1.1 Course Introduction
- 1.2 Module 1 Introduction
- 1.3 Introduction to Business Intelligence
- 1.4 The Microsoft Business Intelligence Platform
- 1.5 Exploring a Data Warehouse
- 1.6 Exploring a Data Model
Module 2 - Multidimensional Databases
- 2.1 Module 2 Introduction
- 2.2 Introduction to Multidimensional Analysis
- 2.3 Overview of Cube Security
- 2.4 Creating and Configuring a Cube
- 2.5 Data Sources
- 2.6 Data Source Views
- 2.7 Adding a Dimension to a Cube
Module 3 - Cubes and Dimensions
- 3.1 Module 3 Introduction
- 3.2 Dimensions
- 3.3 Attribute Hierarchies and Relationships
- 3.4 Sorting and Grouping Attributes
- 3.5 Slowly Changing Dimensions
Module 4 - Measures and Measure Groups
- 4.1 Module 4 Introduction
- 4.2 Measures
- 4.3 Measure Groups and Relationships
- 4.4 Measure Group Storage
Module 5 - Introduction to MDX
- 5.1 Module 5 Introduction
- 5.2 MDX Fundamentals
- 5.3 Adding Calculations to a Cube
- 5.4 Querying a cube using MDX
Module 6 - Customizing Cube Functionality
- 6.1 Module 6 Introduction
- 6.2 Key Performance Indicators
- 6.3 Actions
- 6.4 Perspectives
- 6.5 Translations
Module 7 - Tabular Data Models
- 7.1 Module 7 Introduction
- 7.2 Introduction to Tabular Data Models
- 7.3 Creating a Tabular Data Model
- 7.4 Configure Relationships and Attributes
- 7.5 Configuring Data Model for an Enterprise BI Solution
Module 8 - Data Analysis Expressions (DAX)
- 8.1 Module 8 Introduction
- 8.2 DAX Fundamentals
- 8.3 Calculated Columns
- 8.4 Relationships
- 8.5 Measures
- 8.6 Time Intelligence
- 8.7 KPI
- 8.8 Parent - Child Hierarchies
Module 9 - Data Mining
- 9.1 Module 9 Introduction
- 9.2 Overview of Data Mining
- 9.3 Custom Data Mining Solutions
- 9.4 Validating a Data Mining Model
- 9.5 Consuming a Data Mining Model
- 9.6 Course Wrap Up
Microsoft SQL Server Analysis Services (SSAS)
$20.00
With this course, you will be able to become an expert in employing both engines within a company’s infrastructure. Analysis Services is composed of two powerful applications – VertiPaq and Data Mining for multidimensional cubes, as well as xVelocity for Tabular Data Models. It provides enterprise-level semantic data modeling abilities to construct business intelligence systems such as Power BI, Excel Reporting Services and other information visualization tools that can make your organization even more successful!
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