Data Management and Data Governance in a Nutshell
Lately, I’ve seen a lot of discussions on LinkedIn about the similarities and differences between data management (DM) and [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Similarities and Differences
Metadata management (MM), knowledge graphs (KG), and data lineage (DL) are data management capabilities that have a lot of [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Use Cases
The business drivers that we discussed earlier lead to the corresponding use cases. In some situations, business drivers and [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Architecture and Technology
Now, we will look at the similarities and differences in data architecture and technology required to realize these three [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Business Drivers
A company meets various challenges that drive it to develop advanced data management capabilities. I investigated multiple sources. Below, [...]
Knowledge Graphs, Data Lineage, and Metadata Management: Introduction
The business environment has become very dynamic, uncertain, and volatile. Many companies understand the role of data in getting [...]
Data Management Framework: What, Why, and How?
We, data management professionals, often use the term “data management framework.” But do we all have the same understanding [...]
Data Lineage: the Needs of and Benefits to Various Stakeholders
Data lineage is on the radars of business and data management professionals now more than ever. Many companies understand [...]
Crushing Data Cliches: Digital Transformation. Part 2
In Part 1 of the article, I discussed three topics regarding digital transformation: What does “digital transformation mean? Why [...]
Crushing Data Cliches: Digital Transformation. Part 1
We continue elaborating on the four most often used cliches about data management demonstrated in Figure 1. Figure [...]