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How companies are building sustainable AI and ML initiatives

O'Reilly on Data

In 2017, we published “ How Companies Are Putting AI to Work Through Deep Learning ,” a report based on a survey we ran aiming to help leaders better understand how organizations are applying AI through deep learning. We found companies were planning to use deep learning over the next 12-18 months.

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10 Years Later: Who’s the GOAT of Data Catalogs?

Alation

Later, in its inaugural report on data catalogs, Forrester Research recognizes that “Alation started the MLDC trend.”. May 2016: Alation named a Gartner Cool Vendor in their Data Integration and Data Quality, 2016 report. January 2017: MercadoLibre signs on as the first LATAM customer. June 2017: Yahoo Japan Corp.

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Why Data Governance Is Crucial for All Enterprise-Level Businesses

Cloudera

In 2017, Anthem reported a data breach that exposed thousands of its Medicare members. Data analytics and machine learning can become a business and a compliance risk if data security, governance, lineage, metadata management, and automation are not holistically applied across the entire data lifecycle and all environments.

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Is Google Cloud Platform Ready to Run Your Data Analytics Pipeline?

Sanjeev Mohan

Fast forward to early 2017. Then in the middle of 2017, a realization set in that we were one year away from GDPR and needed to focus on data governance. You can view the entire research report here (requires Gartner subscription). The post Is Google Cloud Platform Ready to Run Your Data Analytics Pipeline?

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Alation Accelerates Growth and Global Impact — and Welcomes 2 New Leaders

Alation

Culture is critical Undoubtedly, our product is a core reason for the continued success of the company, and analysts like BARC have named Alation’s Data Intelligence Platform a market leader in, for example, the BARC Score Data Intelligence Platforms Report. But I’d be remiss not to mention the value of an incredible culture.

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Alation Accelerates Growth and Global Impact — and Welcomes 2 New Leaders

Alation

Culture is critical Undoubtedly, our product is a core reason for the continued success of the company, and analysts like BARC have named Alation’s Data Intelligence Platform a market leader in, for example, the BARC Score Data Intelligence Platforms Report. But I’d be remiss not to mention the value of an incredible culture.

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SHACL-ing the Data Quality Dragon III: A Good Artisan Knows Their Tools

Ontotext

Work on it began in 2015 and achieved W3C Recommendation status in mid-2017. If there are any inconsistencies, the shapes will be rejected and you will receive a violation report. As far as standards go, SHACL is young. This can be both a blessing and a curse. In a new transaction, reinsert the SHACL shapes.