Data architects visualize and design an organization's enterprise data management framework, aligned with enterprise strategy and business architecture.

But remember: The data landscape is constantly evolving, which means your data ethics framework should as well. Creating a set of guiding principles that can be revised and refined over time is key.

Unlock the power of your data with an effective data governance framework for security, compliance, and decision-making. Data governance frameworks are structured approaches to managing and ...

At this stage in the development of your data quality management framework development, it’s time to profile data for completeness, uniqueness, patterns, frequency and character. Clean up your data ...

Think of this framework not as a scaffold but as an enduring architectural support system, one in which the rules governing the development, integration and management of data are clear.

NIST's seven-volume Big Data Interoperability Framework looks to clarify underlying concepts when it comes to the archietecture and technology behind big data practices. By Greg Otto. April 7, 2015.