Data Vault

  • Unlocking Flexibility: Mastering Scalable Data Modeling

    Unlocking Flexibility: Mastering Scalable Data Modeling

    Embracing Many-to-Many Relationships in Data Modeling: A Technical Guide PREFACE: there is another false belief out there: Many-to-many (links, pits, bridges) are bad and lead to join hell, and should never be used.  WRONG…. want to know why?  read on.  Note: anyone who claims “LINKS ARE BAD” or “MANY-TO-MANY should never be used” needs to

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  • Poison Data and Espionage, AI, ML, Deep Learning

    Poison Data and Espionage, AI, ML, Deep Learning

    In Episode 2 of Unlocking the Data Vault, I mentioned the term: Poison Data.   I must admit, it’s a cool term, and I also admit the term is not mine.  It stems from espionage in an attempt to poison data that feeds AI / ML and deep learning algorithms.  It distorts documents, imagery, video, and

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  • Agile Methodology – A Cornerstone of the Data Vault 2 Standard

    By Dan Linstedt Where Did The Agile Methodology Come From? Agile methodology and the word “agile” is thrown around boardrooms and scope documents like confetti at a child’s birthday party. Perhaps there is no adjective (or is it a proper noun?) thrown around more actively among data engineers and their managers than the term agile.

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  • Centralized vs Decentralized Architecture

    Centralized vs Decentralized Architecture

    By Mark Budzinski Centralized vs Decentralized Architecture is a topic we have been discussing in our podcast and blogs lately. We often like to frame the discussion of centralization as a war, an either/or focused on the versus in the middle. Because of this, the flaws of both sides are brought to the forefront: on

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  • What is Data Mesh?

    What is Data Mesh?

    In today’s world, data is king, and businesses that can harness the power of data are the ones that will succeed. The ability to gather, store, analyze, and use data effectively is crucial for businesses to make informed decisions, improve their products or services, and drive growth. This is why having a solid data infrastructure

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  • Episode 19: Build Centralized or Decentralized – Which is Better for Business? Part 3

    Episode 19: Build Centralized or Decentralized – Which is Better for Business? Part 3

    First, let’s clarify that we understand you need to build what you need to build. Whether you build centralized or decentralized doesn’t really matter, except when it comes to meeting your business’ desires and regulations.Your business objectives come first. Join Dan Linstedt as he “Unlocks the Vault” by diving into the fundamentals and foundations of Data

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  • Episode 18: Build Centralized or Decentralized – Which is Better for Business? Part 2

    Episode 18: Build Centralized or Decentralized – Which is Better for Business? Part 2

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    First, let’s clarify that we understand you need to build what you need to build. Whether you build centralized or decentralized doesn’t really matter, except when it comes to meeting your business’ desires and regulations. Your business objectives come first. Join Dan Linstedt as he “Unlocks the Vault” by diving into the fundamentals and foundations

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  • Episode 17: Build Centralized or Decentralized – Which is Better for Business? Part 1

    Episode 17: Build Centralized or Decentralized – Which is Better for Business? Part 1

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    First, let’s clarify that we understand you need to build what you need to build. Whether you build centralized or decentralized doesn’t really matter, except when it comes to meeting your business’ desires and regulations. Your business objectives come first. Join Dan Linstedt as he “Unlocks the Vault” by diving into the fundamentals and foundations

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  • Episode 16: What is Agile?

    Episode 16: What is Agile?

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    Join Dan Linstedt as he “Unlocks the Vault” by diving into the fundamentals and foundations of Data Vault 2.0. When we talk about Agile Methodology, what do we mean? Is this the capital “A” Agile from the Agile Manifesto, or something different? Dive Into Episode 16: What is Agile? or start Unlocking the Vault with Dan Linstedt from the

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  • Episode 15: Best Outlets for Architect Creativity

    Episode 15: Best Outlets for Architect Creativity

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    Join Dan Linstedt as he “Unlocks the Vault” by diving into the fundamentals and foundations of Data Vault 2.0. In this podcast, Dan starts from the beginning laying out the foundations of DV2, how it came into being, and grew into a complete solution with demonstrable proof of how it ultimately mitigates substantial business risks.

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