Building A Scalable Data Warehouse With Data Vault 2 0

Building a Scalable Data Warehouse with Data Vault 2 0 PDF
Author: Dan Linstedt
Publisher: Morgan Kaufmann
ISBN: 0128026480
Size: 41.83 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 684
View: 7560
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Building A Scalable Data Warehouse With Data Vault 2 0

by Dan Linstedt, Building A Scalable Data Warehouse With Data Vault 2 0 Books available in PDF, EPUB, Mobi Format. Download Building A Scalable Data Warehouse With Data Vault 2 0 books, 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




The Elephant In The Fridge Guided Steps To Data Vault Success Through Building Business Centered Models

The Elephant in the Fridge  Guided Steps to Data Vault Success through Building Business Centered Models PDF
Author: John Giles
Publisher: Technics Publications
ISBN: 1634624912
Size: 66.26 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 302
View: 6890
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The Elephant In The Fridge Guided Steps To Data Vault Success Through Building Business Centered Models

by John Giles, The Elephant In The Fridge Guided Steps To Data Vault Success Through Building Business Centered Models Books available in PDF, EPUB, Mobi Format. Download The Elephant In The Fridge Guided Steps To Data Vault Success Through Building Business Centered Models books, You want the rigor of good data architecture at the speed of agile? Then this is the missing link - your step-by-step guide to Data Vault success. Success with a Data Vault starts with the business and ends with the business. Sure, there’s some technical stuff in the middle, and it is absolutely essential - but it’s not sufficient on its own. This book will help you shape the business perspective, and weave it into the more technical aspects of Data Vault modeling. You can read the foundational books and go on courses, but one massive risk still remains. Dan Linstedt, the founder of the Data Vault, very clearly directs those building a Data Vault to base its design on an “enterprise ontology”. And Hans Hultgren similarly stresses the importance of the business concepts model. So it’s important. We get that. But: What on earth is an enterprise ontology/business concept model, ‘cause I won’t know if I’ve got one if I don’t know what I’m looking for? If I can’t find one, how do I get my hands on such a thing? Even if I have one of these wonderful things, how do I apply it to get the sort of Data Vault that’s recommended? It’s actually not as hard as some would fear to answer all of these questions, and it’s certainly worth the effort. This book just might save you a world of pain. It’s a supplement to other material on Data Vault modeling, but it’s the vital missing link to finding simplicity for Data Vault success. “Data Warehousing in the context of large healthcare organizations is notoriously difficult – largely in part due to challenges around Health Information Modeling. The Elephant in the Fridge provides clear and rational perspectives that have allowed my team to breakthrough some of our circular debates and ‘too hard basket’ challenges. Success in this space will require technical and health professionals to co-design solutions around a shared information model. This book is written in a way that they can both consume. John’s experience and emphasis on art of Information Modelling is a welcome complement to other works on Data Vault. I wish we had this book a year ago!” Benson Choy, Enterprise Information Architect, eHealth Queensland. “John has a wonderful way of explaining complicated topics in an uncomplicated way. If you’ve heard about taxonomies and are wondering how to apply these to your Data Warehouse, then this is the book for you. Data modelling is about the business, and John explains how this can be achieved by using proven business templates which help to quickly and efficiently define a solid data model. Don’t re-invent the wheel, but start with the model patterns that are already available! This is a highly relevant book, because it helps to match the information delivery to business expectations - by correctly applying taxonomies and (business) model archetypes in a clear and simple way.” Roelant Vos, General Manager - Enterprise Data Management “It has been a delight and privilege working with John on a Data Vault project. I have enjoyed his practical and pragmatic approach and readiness to share his wealth of knowledge. This is an excellent book written based on real life experience. It provides valuable and timely insights into Data Vault modeling and delivery, and can be easily understood by those who are new to the Data Vault. The book contains practical advice and sample patterns to help people get started on a Data Vault project and avoid costly mistakes.” Natalia Bulashenko, Information Solution Architect “This book covers off one of the key aspects of Data Vault – the Modelling. Far too many DV practitioners come from a technical database background and lack the fundamental Data Modelling skills necessary to identify the “Key Business Concepts” that are core to successful DV projects. Far too many of us start with the low hanging fruit that we have available to us – the source systems. John explains why this is an extremely bad approach with examples, identifying the signs that the project is heading into trouble and then describes what needs to be done to get back on track. This book is NOT about the implementation phase, it’s about setting the corner stone for the whole project. Get this right and you are on the road to a successful project.” Peter Dudley, Consultant, Interactive Innovations




Building A Scalable Data Warehouse With Data Vault 2 0 Implementation Guide For Microsoft Sql Server 2014

Building a Scalable Data Warehouse with Data Vault 2 0  Implementation Guide for Microsoft SQL Server 2014 PDF
Author:
Publisher:
ISBN:
Size: 34.49 MB
Format: PDF, Kindle
Category :
Languages : en
Pages :
View: 352
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Building A Scalable Data Warehouse With Data Vault 2 0 Implementation Guide For Microsoft Sql Server 2014

by , Building A Scalable Data Warehouse With Data Vault 2 0 Implementation Guide For Microsoft Sql Server 2014 Books available in PDF, EPUB, Mobi Format. Download Building A Scalable Data Warehouse With Data Vault 2 0 Implementation Guide For Microsoft Sql Server 2014 books,




An Introduction To Agile Data Engineering Using Data Vault 2 0

An Introduction to Agile Data Engineering Using Data Vault 2  0 PDF
Author: Kent Graziano
Publisher:
ISBN: 9781796584936
Size: 72.71 MB
Format: PDF, ePub
Category :
Languages : en
Pages : 50
View: 2222
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An Introduction To Agile Data Engineering Using Data Vault 2 0

by Kent Graziano, An Introduction To Agile Data Engineering Using Data Vault 2 0 Books available in PDF, EPUB, Mobi Format. Download An Introduction To Agile Data Engineering Using Data Vault 2 0 books, 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 way that allows us to be agile and either deal directly or indirectly with unstructured and semi structured data?The Data Vault System of Business Intelligence provides a method and approach to modeling your enterprise data warehouse (EDW) that is agile, flexible, and scalable. This book will give you a short introduction to Agile Data Engineering for Data Warehousing and Data Vault 2.0. I will explain why you should be trying to become Agile, some of the history and rationale for Data Vault 2.0, and then show you the basics for how to build a data warehouse model using the Data Vault 2.0 standards.In addition, I will cover some details about the Business Data Vault (what it is) and then how to build a virtual Information Mart off your Data Vault and Business Vault using the Data Vault 2.0 architecture.So if you want to start learning about Agile Data Engineering with Data Vault 2.0, this book is for you.




The Elephant In The Fridge Guided Steps To Data Vault Success Through Building Business Centered Models

The Elephant in the Fridge  Guided Steps to Data Vault Success through Building Business Centered Models PDF
Author: John Giles
Publisher: Technics Publications
ISBN: 1634624912
Size: 76.13 MB
Format: PDF, Kindle
Category : Computers
Languages : ar
Pages : 302
View: 1314
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The Elephant In The Fridge Guided Steps To Data Vault Success Through Building Business Centered Models

by John Giles, The Elephant In The Fridge Guided Steps To Data Vault Success Through Building Business Centered Models Books available in PDF, EPUB, Mobi Format. Download The Elephant In The Fridge Guided Steps To Data Vault Success Through Building Business Centered Models books, You want the rigor of good data architecture at the speed of agile? Then this is the missing link - your step-by-step guide to Data Vault success. Success with a Data Vault starts with the business and ends with the business. Sure, there’s some technical stuff in the middle, and it is absolutely essential - but it’s not sufficient on its own. This book will help you shape the business perspective, and weave it into the more technical aspects of Data Vault modeling. You can read the foundational books and go on courses, but one massive risk still remains. Dan Linstedt, the founder of the Data Vault, very clearly directs those building a Data Vault to base its design on an “enterprise ontology”. And Hans Hultgren similarly stresses the importance of the business concepts model. So it’s important. We get that. But: What on earth is an enterprise ontology/business concept model, ‘cause I won’t know if I’ve got one if I don’t know what I’m looking for? If I can’t find one, how do I get my hands on such a thing? Even if I have one of these wonderful things, how do I apply it to get the sort of Data Vault that’s recommended? It’s actually not as hard as some would fear to answer all of these questions, and it’s certainly worth the effort. This book just might save you a world of pain. It’s a supplement to other material on Data Vault modeling, but it’s the vital missing link to finding simplicity for Data Vault success. “Data Warehousing in the context of large healthcare organizations is notoriously difficult – largely in part due to challenges around Health Information Modeling. The Elephant in the Fridge provides clear and rational perspectives that have allowed my team to breakthrough some of our circular debates and ‘too hard basket’ challenges. Success in this space will require technical and health professionals to co-design solutions around a shared information model. This book is written in a way that they can both consume. John’s experience and emphasis on art of Information Modelling is a welcome complement to other works on Data Vault. I wish we had this book a year ago!” Benson Choy, Enterprise Information Architect, eHealth Queensland. “John has a wonderful way of explaining complicated topics in an uncomplicated way. If you’ve heard about taxonomies and are wondering how to apply these to your Data Warehouse, then this is the book for you. Data modelling is about the business, and John explains how this can be achieved by using proven business templates which help to quickly and efficiently define a solid data model. Don’t re-invent the wheel, but start with the model patterns that are already available! This is a highly relevant book, because it helps to match the information delivery to business expectations - by correctly applying taxonomies and (business) model archetypes in a clear and simple way.” Roelant Vos, General Manager - Enterprise Data Management “It has been a delight and privilege working with John on a Data Vault project. I have enjoyed his practical and pragmatic approach and readiness to share his wealth of knowledge. This is an excellent book written based on real life experience. It provides valuable and timely insights into Data Vault modeling and delivery, and can be easily understood by those who are new to the Data Vault. The book contains practical advice and sample patterns to help people get started on a Data Vault project and avoid costly mistakes.” Natalia Bulashenko, Information Solution Architect “This book covers off one of the key aspects of Data Vault – the Modelling. Far too many DV practitioners come from a technical database background and lack the fundamental Data Modelling skills necessary to identify the “Key Business Concepts” that are core to successful DV projects. Far too many of us start with the low hanging fruit that we have available to us – the source systems. John explains why this is an extremely bad approach with examples, identifying the signs that the project is heading into trouble and then describes what needs to be done to get back on track. This book is NOT about the implementation phase, it’s about setting the corner stone for the whole project. Get this right and you are on the road to a successful project.” Peter Dudley, Consultant, Interactive Innovations




Super Charge Your Data Warehouse

Super Charge Your Data Warehouse PDF
Author: Dan Linstedt
Publisher: CreateSpace
ISBN: 9781463778682
Size: 57.77 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 126
View: 4185
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Super Charge Your Data Warehouse

by Dan Linstedt, Super Charge Your Data Warehouse Books available in PDF, EPUB, Mobi Format. Download Super Charge Your Data Warehouse books, Do You Know If Your Data Warehouse Flexible, Scalable, Secure and Will It Stand The Test Of Time And Avoid Being Part Of The Dreaded "Life Cycle"? The Data Vault took the Data Warehouse world by storm when it was released in 2001. Some of the world's largest and most complex data warehouse situations understood the value it gave especially with the capabilities of unlimited scaling, flexibility and security. Here is what industry leaders say about the Data Vault "The Data Vault is the optimal choice for modeling the EDW in the DW 2.0 framework" - Bill Inmon, The Father of Data Warehousing "The Data Vault is foundationally strong and an exceptionally scalable architecture" - Stephen Brobst, CTO, Teradata "The Data Vault should be considered as a potential standard for RDBMS-based analytic data management by organizations looking to achieve a high degree of flexibility, performance and openness" - Doug Laney, Deloitte Analytics Institute "I applaud Dan's contribution to the body of Business Intelligence and Data Warehousing knowledge and recommend this book be read by both data professionals and end users" - Howard Dresner, From the Foreword - Speaker, Author, Leading Research Analyst and Advisor You have in your hands the work, experience and testing of 2 decades of building data warehouses. The Data Vault model and methodology has proven itself in hundreds (perhaps thousands) of solutions in Insurance, Crime-Fighting, Defense, Retail, Finance, Banking, Power, Energy, Education, High-Tech and many more. Learn the techniques and implement them and learn how to build your Data Warehouse faster than you have ever done before while designing it to grow and scale no matter what you throw at it. Ready to "Super Charge Your Data Warehouse"?




Achieving Buzzword Compliance

Achieving Buzzword Compliance PDF
Author: David C. Hay
Publisher: Technics Publications
ISBN: 163462372X
Size: 53.66 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages :
View: 2319
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Achieving Buzzword Compliance

by David C. Hay, Achieving Buzzword Compliance Books available in PDF, EPUB, Mobi Format. Download Achieving Buzzword Compliance books, Understand the language and vocabulary of Data Architecture. The Data Architecture field is rife with terms that have become “fashionable”. Some of the terms began with very specific, specialized, meanings – but as their use spread, they lost the precision of their technical definitions and become, well, “buzzwords”. A buzzword is “a word or expression from a particular subject area that has become fashionable because it has been used a lot”. Compliance is “the obeying of an accepted principle or instruction that states the way things are or should be done.” The assignment is to take buzzwords and follow rules to use them correctly. We cut through the hype to arrive at buzzword compliance – the state where you fully understand the words that in fact have real meaning in the data architecture industry. This book will rationalize the various ways all these terms are defined. Of necessity, the book must address all aspects of describing an enterprise and its data management technologies. This includes a wide range of subjects, from entity/relationship modeling, through the semantic web, to database issues like relational and “beyond relational” (“NoSQL”) approaches. In each case, the definitions for the subject are meant to be detailed enough to make it possible to understand basic principles—while recognizing that a full understanding will require consulting the sources where they are more completely described. The book’s Glossary contains a catalogue of definitions and its Bibliography contains a comprehensive set of references.




Conceptual Modeling

Conceptual Modeling PDF
Author: Alberto H. F. Laender
Publisher: Springer Nature
ISBN: 3030332233
Size: 49.12 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 568
View: 3367
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Conceptual Modeling

by Alberto H. F. Laender, Conceptual Modeling Books available in PDF, EPUB, Mobi Format. Download Conceptual Modeling books, This book constitutes the refereed proceedings of the 38th International Conference on Conceptual Modeling, ER 2019, held in Salvador, Brazil, in November 2019. The 22 full and 22 short papers presented together with 4 keynotes were carefully reviewed and selected from 142 submissions. This events covers a wide range of topics, covered in the following sessions: conceptual modeling, big data technology I, process modeling and analysis, query approaches, big data technology II, domain specific models I, domain specific models II, decision making, complex systems modeling, model unification, big data technology III, and requirements modeling.




Information Modelling And Knowledge Bases Xxviii

Information Modelling and Knowledge Bases XXVIII PDF
Author: H. Jaakkola
Publisher: IOS Press
ISBN: 1614997209
Size: 21.26 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 496
View: 3768
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Information Modelling And Knowledge Bases Xxviii

by H. Jaakkola, Information Modelling And Knowledge Bases Xxviii Books available in PDF, EPUB, Mobi Format. Download Information Modelling And Knowledge Bases Xxviii books, Information modelling and knowledge bases are now essential, not only to academics working in computer science, but also wherever information technology is applied. This book presents papers from the 26th International Conference on Information Modelling and Knowledge Bases (formerly the European Japanese Conference – EJC), which took place in Tampere, Finland, in June 2016. The conference provides a platform to bring together researchers and practitioners working with information modelling and knowledge bases, and the 33 accepted papers cover topics including: conceptual modelling; knowledge and information modelling and discovery; linguistic modelling; cross-cultural communication and social computing; environmental modelling and engineering; and multimedia data modelling and systems. All papers were improved and resubmitted for publication after the conference. Covering state-of-the-art research and practice, the book will be of interest to all those whose work involves information modelling and knowledge bases.




Data Sources

Data sources PDF
Author:
Publisher:
ISBN:
Size: 78.18 MB
Format: PDF, Mobi
Category : Computer industry
Languages : en
Pages :
View: 7764
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Data Sources

by , Data Sources Books available in PDF, EPUB, Mobi Format. Download Data Sources books,