Dataconomy

JUNE 19, 2025

This shift aims to streamline analytics and data science initiatives, treating data as a product to improve overall efficiency. The origin of data mesh The concept of data mesh was introduced by Zhamak Dehghani at Thoughtworks in 2019. Proper management practices are critical to mitigate this risk.

Data Lakes 91

Data Lakes Data Silos Data Quality ML 91

ODSC - Open Data Science

APRIL 28, 2023

Be sure to check out her talk, “ Power trusted AI/ML Outcomes with Data Integrity ,” there! Due to the tsunami of data available to organizations today, artificial intelligence (AI) and machine learning (ML) are increasingly important to businesses seeking competitive advantage through digital transformation.

ML 98

ML ML Data Silos Data Quality 98

Flipboard

MAY 29, 2025

6:15 : My role is leading AI/ML for clinical development. 15:12 : When you describe using these foundation models to generate synthetic data, what guardrails do you put in place to prevent hallucination? 15:30 : Weve had a responsible AI team since 2019. Tools like knowledge graph arent just AI/ML. Thats the North Star.

AI 78

AI AI ML ML 78

Alation

FEBRUARY 1, 2022

And those who practice these “old school” governance methods have little confidence in their efficacy: 73% of Ventana research participants stated that spreadsheets were a data governance concern for their organization, while 59% viewed incompatible tools as the top barrier to a single source of truth. And it’s growing in popularity.

Data Lakes 52

Data Lakes Data Governance ML ML 52

O'Reilly Media

MAY 30, 2025

6:15 : My role is leading AI/ML for clinical development. 15:12 : When you describe using these foundation models to generate synthetic data, what guardrails do you put in place to prevent hallucination? 15:30 : Weve had a responsible AI team since 2019. Tools like knowledge graph arent just AI/ML. Thats the North Star.

AI 55

AI AI ML ML 55

Heartbeat

DECEMBER 7, 2023

In this case, the formation of data silos is prevented, and we provide the most efficient and fast use of decentralized, federated, and simultaneous interoperability with data mesh. Data mesh as a concept was first introduced by Zhamak Dehghani in 2019 and is shaped by four fundamental principles. How does it?

Data Governance 52

Data Governance Deep Learning Deep Learning Artificial Intelligence 52

AWS Machine Learning Blog

NOVEMBER 1, 2024

For instance, in 2021, we saw a significant increase in awareness of clinical research studies seeking volunteers, which was reported at 63% compared to 54% in 2019 by Applied Clinical Trials. With SageMaker, you can optimize your ML environment for sustainability.

AWS 111

AWS Data Lakes Machine Learning Machine Learning 111