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Building a Scalable Data Warehouse with Data Vault 2.0

Building a Scalable Data Warehouse with Data Vault 2.0

Author: Dan Linstedt

Publisher: Morgan Kaufmann

ISBN: 9780128026489

Category: Computers

Page: 684

View: 195

The Data Vault was invented by Dan Linstedt at the U.S. Department of Defense, and the standard has been successfully applied to data warehousing projects at organizations of different sizes, from small to large-size corporations. Due to its simplified design, which is adapted from nature, the Data Vault 2.0 standard helps prevent typical data warehousing failures. "Building a Scalable Data Warehouse" covers everything one needs to know to create a scalable data warehouse end to end, including a presentation of the Data Vault modeling technique, which provides the foundations to create a technical data warehouse layer. The book discusses how to build the data warehouse incrementally using the agile Data Vault 2.0 methodology. In addition, readers will learn how to create the input layer (the stage layer) and the presentation layer (data mart) of the Data Vault 2.0 architecture including implementation best practices. Drawing upon years of practical experience and using numerous examples and an easy to understand framework, Dan Linstedt and Michael Olschimke discuss: How to load each layer using SQL Server Integration Services (SSIS), including automation of the Data Vault loading processes. Important data warehouse technologies and practices. Data Quality Services (DQS) and Master Data Services (MDS) in the context of the Data Vault architecture. Provides a complete introduction to data warehousing, applications, and the business context so readers can get-up and running fast Explains theoretical concepts and provides hands-on instruction on how to build and implement a data warehouse Demystifies data vault modeling with beginning, intermediate, and advanced techniques Discusses the advantages of the data vault approach over other techniques, also including the latest updates to Data Vault 2.0 and multiple improvements to Data Vault 1.0
Building a Scalable Data Warehouse with Data Vault 2.0
Language: en
Pages: 684

Building a Scalable Data Warehouse with Data Vault 2.0

Authors: Dan Linstedt, Michael Olschimke
Categories: Computers
Type: BOOK - Published: 2015-09-15 - Publisher: Morgan Kaufmann

The Data Vault was invented by Dan Linstedt at the U.S. Department of Defense, and the standard has been successfully applied to data warehousing projects at organizations of different sizes, from small to large-size corporations. Due to its simplified design, which is adapted from nature, the Data Vault 2.0 standard
An Introduction to Agile Data Engineering Using Data Vault 2. 0
Language: en
Pages: 50

An Introduction to Agile Data Engineering Using Data Vault 2. 0

Authors: Kent Graziano
Categories: Computers
Type: BOOK - Published: 2015-11-22 - Publisher:

The world of data warehousing is changing. Big Data & Agile are hot topics. But companies still need to collect, report, and analyze their data. Usually this requires some form of data warehousing or business intelligence system. So how do we do that in the modern IT landscape in a
The DataOps Revolution
Language: en
Pages: 194

The DataOps Revolution

Authors: Simon Trewin
Categories: Computers
Type: BOOK - Published: 2021-08-06 - Publisher: CRC Press

DataOps is a new way of delivering data and analytics that is proven to get results. It enables IT and users to collaborate in the delivery of solutions that help organisations to embrace a data-driven culture. The DataOps Revolution: Delivering the Data-Driven Enterprise is a narrative about real world issues
EURO Working Group on DSS
Language: en
Pages: 413

EURO Working Group on DSS

Authors: Jason Papathanasiou, Pascale Zaraté, Jorge Freire de Sousa
Categories: Computers
Type: BOOK - Published: 2021-08-09 - Publisher: Springer Nature

This book recapitulates the major developments in Decision Support Systems (DSS) over the last 30 years in order to evaluate the research areas of decision making and in which direction the field should proceed. As it attempts to find a consensus about the next steps for the future of DSS
Handbook of Research on Social Impacts of E-Payment and Blockchain Technology
Language: en
Pages: 561

Handbook of Research on Social Impacts of E-Payment and Blockchain Technology

Authors: Lai, P.C.
Categories: Business & Economics
Type: BOOK - Published: 2021-12-10 - Publisher: IGI Global

The social landscape is undergoing a global change with the emergence of e-payment and blockchain technology. This new technology changes the ways in which consumers and businesses interact with each other. This dynamic offers both opportunities and challenges to the socioeconomic landscape. It is important to understand the strategies, opportunities,

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