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Irina Steenbeek

Irina Steenbeek

Data Management

Dr. Irina Steenbeek is a data management practitioner with more than 12 years of experience. The key areas of her professional expertise are the data management maturity assessment, implementation of data management frameworks, and data lineage. Irina has practical experience in software implementation such as ERP and DWH/BI, management consultation, financial and business controls, and data science.

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Data Management

Data Lineage and Other Comparable Concepts

The analysis of different sources has delivered this list of concepts comparable to data lineage: · Data value chain ...

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Data Management

A Data Strategy - Theory vs. Practice: Part 1

The idea to write this article was triggered by the remark of one of the participants of my strategy workshop last su...

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Data Management

A Data Strategy: Theory vs. Practice. Part 2

This is Part 2 of the article “A Data Strategy: Theory vs. Practice.” In Part 2, we will continue the analysis of dat...

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Data Management

Data Management vs. Data Governance Operating M...

Recently, I started analyzing the dependencies between data management operating models and various data architecture...

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Data Management

Governance vs. Management: Clarifying the Divide

This article analyzes the terms of Governance vs. Management in various contexts. Part 1 of this series of articles e...

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Artificial Intelligence

Harmonizing Data and AI Governance: To Do or No...

For over 15 years, I’ve focused on governance frameworks for data management, publishing several books and articles o...

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Data Management

What is a Data Product?

The term “data product” originated from data science. At least, I first heard this term from data scientists. My late...

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Data Management

Data Governance vs. Data Management: Unpacking ...

For five years, I’ve investigated the different approaches to defining the concepts of data, information, and data go...

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Key Takeaways from the Free Masterclass: Adapting Data Governance for Modern Data Architecture
Data Management

Challenges with Defining and Aligning (Meta)dat...

This post explores the challenges organizations face in designing data, metadata, and AI strategies based on my exper...

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