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What are model governance and model operations?

O'Reilly on Data

In a previous post , we noted some key attributes that distinguish a machine learning project: Unlike traditional software where the goal is to meet a functional specification, in ML the goal is to optimize a metric. There needs to be a way to validate this against a given metric and validation set before deploying a model.

Modeling 235
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Amazon CloudWatch metrics for Amazon OpenSearch Service storage and shard skew health

AWS Big Data

In this post, we explore how to deploy Amazon CloudWatch metrics using an AWS CloudFormation template to monitor an OpenSearch Service domain’s storage and shard skew. This allows write access to CloudWatch metrics and access to the CloudWatch log group and OpenSearch APIs. An OpenSearch Service domain. Choose Next.

Metrics 96
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TBM helps CIOs translate tech spending to business outcomes

CIO Business Intelligence

The US Office of Management and Budget has also pushed agencies to use TBM practices since 2017. The US Army adopted TBM practices about five years ago in its financial management and contract processes, says Katie McAteer, chief of strategic business transformation and optimization there.

ROI 100
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Create Modern SQL Dashboards With Professional Tools & Software

datapine

A SQL dashboard is a visual representation of data and metrics that are generated from a SQL relational database, and processed through a dashboard software in order to perform advanced analysis by creating own queries, or using a visual drag-and-drop interface. But let’s start from the beginning and define this kind of a dashboard.

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Give up those Measures and Metrics to Succeed – Really

Andrew White

The period was between 1961 and 2017, when Hong Kong grew from about a quarter as rich as the UK to almost 40%. This is a wise management message that we have all taken to heart, what with our love for metrics, KPIs, and performance measures. Quite an interesting thought – giving up on our metrics and measures….

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How Formula 1 Teams Leverage Big Data for Success

Smart Data Collective

‘ It’s not about big data ,’ said Christian Dixon at Mercedes back in 2017, ‘it’s about the right data.’ At one US Formula 1 Grand Prix, it was estimated nearly as much data was transmitted by the competing teams as is stored in the US Library of Congress! of performance improvement.

Big Data 145
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The IT sector is bringing down Europe all on its own

CIO Business Intelligence

Around 70% of foundational AI models have been developed in the US since 2017 and just three American ‘hyperscalers’ account for over 65% of the global as well as European cloud market. None are based in the EU.”

IT 136