Microsoft SQL Server 2014 business intelligence development beginner's guide get to grips with Microsoft Business Intelligence and data warehousing technologies using this practical guide
Written in an easy-to-follow, example-driven format, there are plenty of step-by-step instructions to help get you started! The book has a friendly approach, with the opportunity to learn by experimenting.If you are a BI and Data Warehouse developer new to Microsoft Business Intelligence, and lookin...
| Otros Autores: | , |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Birmingham, England :
Packt Publishing Ltd
2014.
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| Edición: | First edition |
| Colección: | Learn by doing: less theory, more results.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628168106719 |
Tabla de Contenidos:
- Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Data Warehouse Design; Understanding Business Intelligence; The architecture and components of a BI system; The data warehouse; Extract Transform Load; Data model - BISM; Data visualization; Master Data Management; Data Quality Services; Building the data warehouse; Dimensional modeling; Fact or measure; Dimension; The Fact table; Grain; The star schema; An example of Internet sales; FactSales; The customer dimension; DimDate; DimProduct; DimStore; Types of facts
- The Factless Fact table - The Bridge tableTypes of dimensions; Slowly Changing Dimension; SCD type 0; SCD type 1; SCD type 2; Summary; Chapter 2: SQL Server Analysis Services Multidimensional Cube Development; Why is OLAP required?; Understanding the SQL Server Analysis Services engine; Developing your first cube; Time for action - creating an Analysis Services project; Time for action - creating the first cube; Time for action - viewing the cube in the browser; Dimensions and measures; Time for action - using the Dimension Designer; Time for action - change the order of the Month attribute
- Time for action - modifying the measure propertiesData Source View; Time for action - creating a Named Calculation; Time for action - using a Named Query; Using dimensions; Time for action - adding a Fact relationship; Hierarchies; Time for action - creating a hierarchy; Multidimensional eXpression, calculated members, and Named Sets; Time for action - writing an MDX query; Time for action - calculated members; Deploying and processing; Time for action - deploying an SSAS project; Time for action - processing the data; Summary
- Chapter 3: Tabular Model Development of SQL Server Analysis ServicesIntroducing SSAS Tabular; Developing a tabular project; Time for action - creating a tabular project; Time for action - creating measures; Creating hierarchies; Time for action - creating a hierarchy from a single table; Time for action - creating a hierarchy from multiple tables; Data Analysis eXpression, calculated columns, and measures; Time for action - using time intelligence functions in DAX; Securing the data; Time for action - security in tabular; Storage modes
- Time for action - creating a model with the DirectQuery storage modeTabular versus Multidimensional SSAS; Summary; Chapter 4: ETL with Integration Services; Understanding ETL and data consolidation; Staging; SQL Server Integration Services; Integration Service projects and packages; Time for action - creating your first SSIS project; The Control Flow tab; Time for action - working with Control Flow tasks; The Data Flow tab; Time for action - loading customer information from a flat file into a database table with a Data Flow Task; Containers and dynamic packages
- Time for action - looping through CSV files in a directory and loading them into a database table
