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6 ways generative AI can optimize asset management

IBM Big Data Hub

Every asset manager, regardless of the organization’s size, faces similar mandates: streamline maintenance planning, enhance asset or equipment reliability and optimize workflows to improve quality and productivity. These foundation models, built on large language models, are trained on vast amounts of unstructured and external data.

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Rising Tide Rents and Robber Baron Rents

O'Reilly on Data

Perhaps a more direct way to say this in the context of economic value creation is that companies such as Amazon and Google and Facebook had developed a set of remarkable advances in networked and data-enabled market coordination. But over time, something went very wrong. Let’s not wait till the robber barons are back.

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The Failed Promises of Digital Transformation and What to Do About It

Ontotext

These failures are at least partly due to the absence of graph technologies, at the center of those transformations, allowing companies to “connect the dots” across their data to drive optimal outcomes. ” (See “Market Guide for Graph Database Management Systems”, Published 30 August 2022, by Merv Adrian and Afraz Jaffri).

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A summary of Gartner’s recent DataOps-driven data engineering best practices article

DataKitchen

On 24 January 2023, Gartner released the article “ 5 Ways to Enhance Your Data Engineering Practices.” How do you scale an organization without hiring an army of hard-to-find data engineering talent? If he is to take Gartner’s advice to heart, Marcus will have to add a set of tasks to his team’s daily data engineering tasks.

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Ingest, transform, and deliver events published by Amazon Security Lake to Amazon OpenSearch Service

AWS Big Data

We also walk you through how to use a series of prebuilt visualizations to view events across multiple AWS data sources provided by Security Lake. The documents are gathered and then sent to your OpenSearch Service domain, where index templates map the structure into a schema optimized for Security Lake logs in OCSF format.

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Exploring Data Wonders: Data Visualization Examples & Considerations

FineReport

Designers should allow for the integration of more data into the charts (excluding non-essential data), enabling interested users to delve deeper into the dataset. Sometimes, adding graphic elements can make these annotations more meaningful, facilitating a more direct correlation of information with our data.

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5 Ways Data Engineers Can Support Data Governance

Alation

Control access Ensure that access to data is granted only on a need-to-know basis. This means that different access policies are applied to different sets of data. Enable two-factor authentication Two-factor authentication adds an extra layer of security to your system. Adopt an approach of access segregation.