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
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
Come TALK TO ME LIVE! Bring your questions – even if they aren’t about Agile Implementation, this is your chance to talk with me live. The Data Vault 2.0 Agile Implementation Cycle is a key piece and very often misunderstood. Using and leveraging it correctly can make or break your projects. Too many teams get…
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
Call it back-dated data, call it real-time feeds, call it old data arriving late, call it what you will. The problem has persisted since day 1 of systems creating, feeding, and sharing data. But the problem is deeper than just systems. The problem lives on whenever business users can and must back-date data. What does
I founded the Data Vault Alliance to bring together the global community of practitioners and experts. I am extremely excited that we are taking another step towards this goal by launching the DVA in Australasia this March with a full-day conference. Join us here https://bit.ly/36IwTaX
Too many consultancies provide the following advice: Model your data warehouse with source system relationships, maintain source system referential integrity. In this article we will explore why: a) this is really bad advice, and b) leads to a rigid data warehouse requiring re-engineering when loading a new source. If you want to build a data
Warnings about Source System Data Vaults, what they are, how to correct them, and why Business Keys make a difference.
A look at how Data Vault Models can help Natural Language Processing, AI, ML, and DL algorithms.
Understanding #datavault 2.0, why DV2 is important, comparing with other data modeling methods, and how it works for #bigdata #iot, #streaming, #datawarehouse, and #datascience
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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…
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…
Come TALK TO ME LIVE! Bring your questions – even if they aren’t about Agile Implementation, this is your chance to talk with me live. The Data Vault 2.0 Agile Implementation Cycle is a key piece and very often misunderstood. Using and leveraging it correctly can make or break your projects. Too many teams get stuck here or do this incorrectly, causing all sorts of issues.
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…
Call it back-dated data, call it real-time feeds, call it old data arriving late, call it what you will. The problem has persisted since day 1 of systems creating, feeding, and sharing data. But the problem is deeper than just systems. The problem lives on whenever business users can and must back-date data. What does…
I founded the Data Vault Alliance to bring together the global community of practitioners and experts. I am extremely excited that we are taking another step towards this goal by launching the DVA in Australasia this March with a full-day conference. Join us here https://bit.ly/36IwTaX
Too many consultancies provide the following advice: Model your data warehouse with source system relationships, maintain source system referential integrity. In this article we will explore why: a) this is really bad advice, and b) leads to a rigid data warehouse requiring re-engineering when loading a new source. If you want to build a data…
Warnings about Source System Data Vaults, what they are, how to correct them, and why Business Keys make a difference.
A look at how Data Vault Models can help Natural Language Processing, AI, ML, and DL algorithms.
Understanding #datavault 2.0, why DV2 is important, comparing with other data modeling methods, and how it works for #bigdata #iot, #streaming, #datawarehouse, and #datascience