Improving speech-to-text transcripts from Amazon Transcribe using custom vocabularies and Amazon Augmented AI

Favorite Businesses and organizations are increasingly using video and audio content for a variety of functions, such as advertising, customer service, media post-production, employee training, and education. As the volume of multimedia content generated by these activities proliferates, businesses are demanding high-quality transcripts of video and audio to organize files,

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Shared by AWS Machine Learning August 4, 2020

Building machine learning workflows with Amazon SageMaker Processing jobs and AWS Step Functions

Favorite Machine learning (ML) workflows orchestrate and automate sequences of ML tasks, including data collection, training, testing, evaluating an ML model, and deploying the models for inference. AWS Step Functions automates and orchestrates Amazon SageMaker-related tasks in an end-to-end workflow. The AWS Step Functions Data Science Software Development Kit (SDK)

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Shared by AWS Machine Learning August 4, 2020

KM – who is in the driving seat?

Favorite A knowledge management strategy is not set in stone. It is not a fixed, immutable 5-year roadmap – it needs to change as the business landscape change. But who should steer these changes? Who is in the driving seat? Image by Ivan Radic on Flickr Does the KM team

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Shared by Nick Milton August 3, 2020

This month in AWS Machine Learning: July 2020 edition

Favorite Every day there is something new going on in the world of AWS Machine Learning—from launches to new use cases like posture detection to interactive trainings like the AWS Power Hour: Machine Learning on Twitch. We’re packaging some of the not-to-miss information from the ML Blog and beyond for

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Shared by AWS Machine Learning August 1, 2020

Create a multi-region Amazon Lex bot with Amazon Connect for high availability

Favorite AWS customers rely on Amazon Lex bots to power their Amazon Connect self service conversational experiences on telephone and other channels. With Amazon Lex, callers (or customers, in Amazon Connect terminology) can get their questions conveniently answered regardless of agent availability. What architecture patterns can you use to make a bot resilient

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Shared by AWS Machine Learning July 31, 2020