4
Introducing DataOps
DataOps is a collaborative data management framework that can be applied to a Data Fabric architecture by managing the stages from the creation to the deployment of data. It offers an operational model for data to deliver quality analytics. DataOps and Data Fabric can be executed independently of one another, but when used together, they create a high-quality, automated, cost-effective, and well-governed data environment on steroids. This chapter will introduce the DataOps framework and its principles. It will also look at its evolution from other popular frameworks such as DevOps, Statistical Process Control (SPC), and Agile. We will discuss the applicability of Data Quality to data observability, a subcomponent of DataOps, ...
Get Principles of Data Fabric now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
