All in the Data: The Same Difference of Data Governance and Data Management
What does your head do when someone uses the expression “same difference”? Mine explodes! Does it mean things are the…
data management
Data Value Chain: Lego Framework – Level 1
In reference to the prior column on enterprise data management and high level lego framework, this column reviews in detail…
Domain-Driven Development: Part 1
Bounded Contexts / Ubiquitous Language My new book, Data Model Storytelling,[i] contains a section describing some of the most significant…
Metadata is the Magic Behind Data Fabric
The main goal of creating an enterprise data fabric is not new. It is the ability to deliver the right data…
Data is Risky Business: The Importance of Fundamentals
In my September 2020 Data is Risky Business column for TDAN.com, I wrote about the strategy lessons for data that we…
Data Speaks for Itself: Data Speaks as Product
One of the greatest contributions to the understanding of data quality and data quality management happened in the 1980s when…
What I Learned from Executing Data Quality Projects
Getting to great data quality need not be a blood sport! But there must be a method to the madness,…
What Makes a Data Element Critical? The Story of the CDE
There are always new terms being introduced in the data world. While newfangled terms like “data mesh” and “data fabric”…
Data Value Chain: Enterprise Data Management (EDM) Framework (Lego Version)
Data driven organizations are innovating faster than ever. Data Science program maturity and processes enablement is one of the reasons…
Data Management’s Next Frontier is Machine Learning-Based Data Quality
Regardless of how accurate a data system is, it yields poor results if the quality of data is bad. As…