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

SEPTEMBER 29, 2023

Such growth makes it difficult for many enterprises to leverage big data; they end up spending valuable time and resources just trying to manage data and less time analyzing it. One way to address this is to implement a data lake: a large and complex database of diverse datasets all stored in their original format.

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Data Lakes Clustering Big Data Big Data 52

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.

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Data Lakes Data Governance ML ML 52

Alation

JUNE 7, 2023

A restaurant experience of 2019 is much different than one today. So, ARC worked to make data more accessible across domains while capturing tribal knowledge in the data catalog; this reduced the subject-matter-expertise bottlenecks during product development and accelerated higher quality analysis.

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Data Silos Data Lakes Data Governance Business 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. Decentralized clinical trials, however, often employ a singular data lake for all of an organization’s clinical trials.

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AWS Data Lakes Machine Learning Machine Learning 111