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Becoming a machine learning company means investing in foundational technologies

O'Reilly on Data

Consider deep learning, a specific form of machine learning that resurfaced in 2011/2012 due to record-setting models in speech and computer vision. Metadata and artifacts needed for audits. Use ML to unlock new data types—e.g., images, audio, video. Tackle completely new use cases and applications.

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The Semantic Web: 20 Years And a Handful of Enterprise Knowledge Graphs Later

Ontotext

KGs bring the Semantic Web paradigm to the enterprises, by introducing semantic metadata to drive data management and content management to new levels of efficiency and breaking silos to let them synergize with various forms of knowledge management. Take this restaurant, for example.

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The Future Is Hybrid Data, Embrace It

Cloudera

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Common security, governance, metadata, replication, and automation enable CDP to operate as an integrated system. We live in a hybrid data world.

IT 112
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Training the Next Generation of Data Leaders: The Data Intelligence Project

Alation

Dr. Haigh is a Fulbright Scholar and associate professor at the School of Information Studies since 2011. In these courses, students found Alation’s collaborative features and the hands-on introduction to metadata in a shared data warehouse extremely valuable.”.

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The Future Is Hybrid Data, Embrace It

CIO Business Intelligence

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Common security, governance, metadata, replication, and automation enable CDP to operate as an integrated system. We live in a hybrid data world.

IT 97
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Build efficient, cross-Regional, I/O-intensive workloads with Dask on AWS

AWS Big Data

The OpenSearch Service domain stores metadata on the datasets connected at the Regions. A key feature of Lustre is that only the file system’s metadata is synced. Each night at 0:00 UTC, a data sync job prompts the Lustre file system to resync with the attached S3 bucket, and pulls an up-to-date metadata catalog of the bucket.

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The Top Three Entangled Trends in Data Architectures: Data Mesh, Data Fabric, and Hybrid Architectures

Cloudera

The data product is not just the data itself, but a bunch of metadata that surrounds it — the simple stuff like schema is a given. Back in 2011, Facebook ran into a problem with building clusters big enough to hold all data. This team or domain expert will be responsible for the data produced by the team. What is a data mesh contract?