Data Architecture Books

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Designing Data-Intensive Applications Designing Data-Intensive Applications (ebook)
by (shelved 3 times as data-architecture)
avg rating 4.70 — 10,772 ratings — published 2015
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The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleaning, Conforming, and Delivering Data The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleaning, Conforming, and Delivering Data (Paperback)
by (shelved 3 times as data-architecture)
avg rating 4.23 — 241 ratings — published 2004
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Fundamentals of Data Engineering: Plan and Build Robust Data Systems Fundamentals of Data Engineering: Plan and Build Robust Data Systems (Paperback)
by (shelved 2 times as data-architecture)
avg rating 4.16 — 945 ratings — published 2022
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The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling (Paperback)
by (shelved 2 times as data-architecture)
avg rating 4.19 — 1,037 ratings — published 1996
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The Official Data Vault Standards Document (Version 1.0) (Data Warehouse Architecture) The Official Data Vault Standards Document (Version 1.0) (Data Warehouse Architecture)
by (shelved 2 times as data-architecture)
avg rating 3.31 — 13 ratings — published 2012
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Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.43 — 7 ratings — published
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Fundamentals of Metadata Management: Uncover the Meta Grid and Unlock IT, Data, Information, and Knowledge Management Fundamentals of Metadata Management: Uncover the Meta Grid and Unlock IT, Data, Information, and Knowledge Management (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.69 — 32 ratings — published
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The Enterprise Data Catalog: Improve Data Discovery, Ensure Data Governance, and Enable Innovation The Enterprise Data Catalog: Improve Data Discovery, Ensure Data Governance, and Enable Innovation (Kindle Edition)
by (shelved 1 time as data-architecture)
avg rating 4.08 — 60 ratings — published 2023
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Building a Scalable Data Warehouse with Data Vault 2.0 Building a Scalable Data Warehouse with Data Vault 2.0 (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.90 — 20 ratings — published 2015
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The Microsoft Data Warehouse Toolkit: With SQL Server 2008 R2 and the Microsoft Business Intelligence Toolset The Microsoft Data Warehouse Toolkit: With SQL Server 2008 R2 and the Microsoft Business Intelligence Toolset (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.95 — 128 ratings — published 2006
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Agile Analytics: A Value-Driven Approach to Business Intelligence and Data Warehousing (Agile Software Development Series) Agile Analytics: A Value-Driven Approach to Business Intelligence and Data Warehousing (Agile Software Development Series)
by (shelved 1 time as data-architecture)
avg rating 3.78 — 94 ratings — published 2011
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Expert Oracle Database Architecture: Oracle Database 9i, 10g, and 11g Programming Techniques and Solutions Expert Oracle Database Architecture: Oracle Database 9i, 10g, and 11g Programming Techniques and Solutions (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.45 — 124 ratings — published 2005
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Effective Oracle by Design (Osborne ORACLE Press Series) Effective Oracle by Design (Osborne ORACLE Press Series)
by (shelved 1 time as data-architecture)
avg rating 4.43 — 100 ratings — published 2003
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Corporate Information Strategy and Management: Text and Cases (Paperback) Corporate Information Strategy and Management: Text and Cases (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.85 — 39 ratings — published 2002
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Modern Data Architecture on Azure: Design Data-centric Solutions on Microsoft Azure Modern Data Architecture on Azure: Design Data-centric Solutions on Microsoft Azure (Kindle Edition)
by (shelved 1 time as data-architecture)
avg rating 4.00 — 4 ratings — published
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Data Management at Scale: Modern Data Architecture with Data Mesh and Data Fabric Data Management at Scale: Modern Data Architecture with Data Mesh and Data Fabric (Kindle Edition)
by (shelved 1 time as data-architecture)
avg rating 4.91 — 11 ratings — published
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Database Internals: A deep-dive into how distributed data systems work Database Internals: A deep-dive into how distributed data systems work (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.26 — 564 ratings — published
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Architecting Modern Data Platforms: A Guide to Enterprise Hadoop at Scale Architecting Modern Data Platforms: A Guide to Enterprise Hadoop at Scale (ebook)
by (shelved 1 time as data-architecture)
avg rating 4.19 — 26 ratings — published
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Designing Cloud Data Platforms Designing Cloud Data Platforms (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.36 — 70 ratings — published
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Building the Unstructured Data Warehouse Building the Unstructured Data Warehouse (Kindle Edition)
by (shelved 1 time as data-architecture)
avg rating 4.33 — 3 ratings — published 2012
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A Manager's Guide to Data Warehousing A Manager's Guide to Data Warehousing (Kindle Edition)
by (shelved 1 time as data-architecture)
avg rating 4.33 — 6 ratings — published 2009
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Business Intelligence Roadmap: The Complete Project Lifecycle for Decision-Support Applications Business Intelligence Roadmap: The Complete Project Lifecycle for Decision-Support Applications (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.63 — 73 ratings — published 2003
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DAMA-DMBOK: Data Management Body of Knowledge DAMA-DMBOK: Data Management Body of Knowledge (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.18 — 222 ratings — published 2010
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Data Model Storytelling: An Agile Approach to Maximizing the Value of Data Management Data Model Storytelling: An Agile Approach to Maximizing the Value of Data Management (Kindle Edition)
by (shelved 1 time as data-architecture)
avg rating 3.43 — 7 ratings — published
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Building the Agile Database: How to Build a Successful Application Using Agile Without Sacrificing Data Management Building the Agile Database: How to Build a Successful Application Using Agile Without Sacrificing Data Management (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.25 — 4 ratings — published 2011
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Necessary Endings: The Employees, Businesses, and Relationships That All of Us Have to Give Up in Order to Move Forward Necessary Endings: The Employees, Businesses, and Relationships That All of Us Have to Give Up in Order to Move Forward (Hardcover)
by (shelved 1 time as data-architecture)
avg rating 4.28 — 6,263 ratings — published 2011
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Data Model Patterns: Conventions of Thought Data Model Patterns: Conventions of Thought (Hardcover)
by (shelved 1 time as data-architecture)
avg rating 3.92 — 65 ratings — published 1995
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Data Model Patterns: A Metadata Map (The Morgan Kaufmann Series in Data Management Systems) Data Model Patterns: A Metadata Map (The Morgan Kaufmann Series in Data Management Systems)
by (shelved 1 time as data-architecture)
avg rating 3.93 — 28 ratings — published 2006
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Team Geek: A Software Developer's Guide to Working Well with Others Team Geek: A Software Developer's Guide to Working Well with Others (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.97 — 1,228 ratings — published 2012
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Lean Enterprise: How High Performance Organizations Innovate at Scale Lean Enterprise: How High Performance Organizations Innovate at Scale (Hardcover)
by (shelved 1 time as data-architecture)
avg rating 4.24 — 1,557 ratings — published 2014
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Boundaries for Leaders: Results, Relationships, and Being Ridiculously in Charge Boundaries for Leaders: Results, Relationships, and Being Ridiculously in Charge (Unknown Binding)
by (shelved 1 time as data-architecture)
avg rating 4.12 — 2,405 ratings — published 2013
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Graph Databases Graph Databases (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.64 — 437 ratings — published 2013
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The Systems Bible: The Beginner's Guide to Systems Large and Small The Systems Bible: The Beginner's Guide to Systems Large and Small (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.99 — 1,057 ratings — published 1977
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User Story Mapping: Discover the Whole Story, Build the Right Product User Story Mapping: Discover the Whole Story, Build the Right Product (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.19 — 3,975 ratings — published 2012
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Antifragile: Things That Gain from Disorder Antifragile: Things That Gain from Disorder (Hardcover)
by (shelved 1 time as data-architecture)
avg rating 4.10 — 58,371 ratings — published 2012
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Building the Operational Data Store, 2nd Edition Building the Operational Data Store, 2nd Edition (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.62 — 8 ratings — published 1995
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Agile Data Warehouse Design: Collaborative Dimensional Modeling, from Whiteboard to Star Schema Agile Data Warehouse Design: Collaborative Dimensional Modeling, from Whiteboard to Star Schema (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.03 — 153 ratings — published 2011
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Data Architecture: A Primer for the Data Scientist: Big Data, Data Warehouse and Data Vault Data Architecture: A Primer for the Data Scientist: Big Data, Data Warehouse and Data Vault (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.43 — 35 ratings — published 2014
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Building the Unstructured Data Warehouse: Architecture, Analysis, and Design Building the Unstructured Data Warehouse: Architecture, Analysis, and Design (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.20 — 10 ratings — published 2011
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The Kimball Group Reader: Relentlessly Practical Tools for Data Warehousing and Business Intelligence The Kimball Group Reader: Relentlessly Practical Tools for Data Warehousing and Business Intelligence (Paperback)
by (shelved 1 time as data-architecture)
avg rating 4.35 — 123 ratings — published 2010
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DW 2.0: The Architecture for the Next Generation of Data Warehousing (Morgan Kaufman Series in Data Management Systems) DW 2.0: The Architecture for the Next Generation of Data Warehousing (Morgan Kaufman Series in Data Management Systems)
by (shelved 1 time as data-architecture)
avg rating 3.75 — 16 ratings — published 2008
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The DAMA Guide to the Data Management Body of Knowledge (DAMA-DMBOK) The DAMA Guide to the Data Management Body of Knowledge (DAMA-DMBOK)
by (shelved 1 time as data-architecture)
avg rating 3.75 — 16 ratings — published 2009
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Building the Data Warehouse Building the Data Warehouse (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.97 — 94 ratings — published 1991
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Corporate Information Factory Corporate Information Factory (Paperback)
by (shelved 1 time as data-architecture)
avg rating 3.40 — 25 ratings — published 1997
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Beautiful Data: The Stories Behind Elegant Data Solutions (Theory In Practice, #31) Beautiful Data: The Stories Behind Elegant Data Solutions (Theory In Practice, #31)
by (shelved 1 time as data-architecture)
avg rating 3.67 — 258 ratings — published 2009
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Data Lakehouse in Action: Architecting a modern and scalable data analytics platform Data Lakehouse in Action: Architecting a modern and scalable data analytics platform (Kindle Edition)
by (shelved 0 times as data-architecture)
avg rating 3.80 — 5 ratings — published
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James Rickards
“... bias in training materials is inevitable and there are better ways to deal with adverse effects than to scrub them out of existence. Efforts to eliminate bias would simply create new kinds of bias and distort the validity of the original datasets. Bias can be unjust by some standards but serves a useful purpose. ... the way to deal with it is to use other systems developed by those not involved in the original code, assisted by subject matter experts who could spot damaging bias in AI output and mitigate it in a commonsense manner. The way to deal with bias is not to eliminate it (you can't) but to identify bias and take it into account. Again, education and accountability are better than censorship and new biases.”
James Rickards, MoneyGPT: AI and the Threat to the Global Economy

“Connascence, in the context of software engineering, refers to the degree of coupling between software components. (Connascence.io hosts a handy reference to the various types of connascence.) Software components are connascent if a change in one would require the other(s) to be modified in order to maintain the overall correctness of the system.”
Piethein Strengholt, Data Management at Scale: Best Practices for Enterprise Architecture

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