How do pilots ensure knowledge is reused?

One of the biggest challenges is knowledge re-use. How does the aviation industry address this challenge? Image from wikimedia commons I often refer to aviation as a successful example of knowledge management, with lessons captured from every accident and incident and provided to pilots in the form of checklists, or

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Shared by Nick Milton May 16, 2022

Enhance the caller experience with hints in Amazon Lex

We understand speech input better if we have some background on the topic of conversation. Consider a customer service agent at an auto parts wholesaler helping with orders. If the agent knows that the customer is looking for tires, they’re more likely to recognize responses (for example, “Michelin”) on the

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Shared by AWS Machine Learning May 14, 2022

The Intel®3D Athlete Tracking (3DAT) scalable architecture deploys pose estimation models using Amazon Kinesis Data Streams and Amazon EKS

This blog post is co-written by Jonathan Lee, Nelson Leung, Paul Min, and Troy Squillaci from Intel.  In Part 1 of this post, we discussed how Intel®3DAT collaborated with AWS Machine Learning Professional Services (MLPS) to build a scalable AI SaaS application. 3DAT uses computer vision and AI to recognize,

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Shared by AWS Machine Learning May 13, 2022

Image classification and object detection using Amazon Rekognition Custom Labels and Amazon SageMaker JumpStart

In the last decade, computer vision use cases have been a growing trend, especially in industries like insurance, automotive, ecommerce, energy, retail, manufacturing, and others. Customers are building computer vision machine learning (ML) models to bring operational efficiencies and automation to their processes. Such models help automate the classification of

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Shared by AWS Machine Learning May 13, 2022

Run automatic model tuning with Amazon SageMaker JumpStart

In December 2020, AWS announced the general availability of Amazon SageMaker JumpStart, a capability of Amazon SageMaker that helps you quickly and easily get started with machine learning (ML). In March 2022, we also announced the support for APIs in JumpStart. JumpStart provides one-click fine-tuning and deployment of a wide

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Shared by AWS Machine Learning May 13, 2022