Alation

SEPTEMBER 28, 2022

What exactly is DataOps ? This is nothing new, as 74% of respondents indicated that new compliance and regulatory requirements have accelerated the adoption of DataOps (IDC). This is nothing new, as 74% of respondents indicated that new compliance and regulatory requirements have accelerated the adoption of DataOps (IDC).

DataOps 52

DataOps Data Pipeline Data Quality Analytics 52

IBM Journey to AI blog

SEPTEMBER 5, 2024

Establishing standardized definitions and control measures builds a solid foundation that evolves as the framework matures. Data owners manage data domains, help to ensure quality, address data-related issues, and approve data definitions, promoting consistency across the enterprise.

Data Governance 75

Data Governance Data Quality DataOps Artificial Intelligence 75

Alation

JANUARY 25, 2022

As a reminder, here’s Gartner’s definition of data fabric: “A design concept that serves as an integrated layer (fabric) of data and connecting processes. In this blog, we will focus on the “integrated layer” part of this definition by examining each of the key layers of a comprehensive data fabric in more detail. ” 1.

DataOps 52

DataOps SQL ML ML 52

AWS Machine Learning Blog

APRIL 17, 2023

Optimization definition, objective definition, and multiple constraints can be mentioned as different functions while formulating constraint optimization in a Data Wrangler custom transform using SciPy and NumPy. The transformations in the Data Wrangler flow can now be scaled in to a pipeline for DataOps.

AWS 101

AWS ML ML Python 101

Alation

AUGUST 17, 2022

If your definitions are bad, so is your governance/risk/security. Yet, he goes on to say that, “data governance is not just security + data privacy, quality, mastering, cataloging, and DataOps. “This failure is often the difference between successful implementations and data breaches. It’s not just an IT problem.

Data Governance 92

Data Governance Data Quality DataOps 92

Alation

SEPTEMBER 14, 2021

With a strategy in place, we can help with policy definition, data rules process and decision rights, accountabilities, controls, and even putting together a data stewardship program. Given this, data governance should be a key enabler of DataOps. Active Data Governance. For those wondering, “Why all the fuss over data governance?”

Data Governance 52

Data Governance DataOps Machine Learning Machine Learning 52

Alation

AUGUST 11, 2022

DataOps sprung up to connect data sources to data consumers. A modern data stack gives a neat, closed-loop definition of what is needed. I need a way to have a single common business glossary, a business definition of that customer. And every megatrend produces its own new vocabulary. Tools became stacks.

Data Warehouse 52

Data Warehouse Data Engineering Data Engineering Data Engineering 52