Automatically generate model evaluation metrics using SageMaker Autopilot Model Quality Reports

Favorite Amazon SageMaker Autopilot helps you complete an end-to-end machine learning (ML) workflow by automating the steps of feature engineering, training, tuning, and deploying an ML model for inference. You provide SageMaker Autopilot with a tabular data set and a target attribute to predict. Then, SageMaker Autopilot automatically explores your

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Shared by AWS Machine Learning March 30, 2022

Automated, scalable, and cost-effective ML on AWS: Detecting invasive Australian tree ferns in Hawaiian forests

Favorite This is blog post is co-written by Theresa Cabrera Menard, an Applied Scientist/Geographic Information Systems Specialist at The Nature Conservancy (TNC) in Hawaii. In recent years, Amazon and AWS have developed a series of sustainability initiatives with the overall goal of helping preserve the natural environment. As part of

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Shared by AWS Machine Learning March 30, 2022

Personalize cross-channel customer experiences with Amazon SageMaker, Amazon Personalize, and Twilio Segment

Favorite Today, customers interact with brands over an increasingly large digital and offline footprint, generating a wealth of interaction data known as behavioral data. As a result, marketers and customer experience teams must work with multiple overlapping tools to engage and target those customers across touchpoints. This increases complexity, creates

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Shared by AWS Machine Learning March 30, 2022

“Lift as you lead”: Meet 2 women defining responsible AI

Favorite At Google, Marian Croak’s technical research team, The Center for Responsible AI and Human-Centered Technology, and Jen Gennai’s operations and governance team, Responsible Innovation, collaborate often on creating a fairer future for AI systems. The teams complement each other to support computer scientists, UX researchers and designers, product managers

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Shared by Google AI Technology March 29, 2022

Go with the flow state: What music and AI have in common

Favorite Carrie Cai, Ben Zevenbergen and Johnny Soraker all work on developing artificial intelligence (AI) responsibly at Google, in the larger research community and across the technology industry. Carrie is a research scientist focusing on human-AI interaction, Ben is an ethicist and policy advisor and Johnny is an AI Principles

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Shared by Google AI Technology March 29, 2022

6 warning signs that your KM strategy may be in a skid.

Favorite How do you know your Knowledge Management strategy is in danger of crashing? Here are 6 signs. These 6 danger signs are from a 2009 blog post by Lucas McDonnell, reproduced as a Linked-In Pulse article in 2015, but now available only via this blog. Image from wikimedia commons 1.

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Shared by Nick Milton March 28, 2022

Improve search accuracy with Spell Checker in Amazon Kendra

Favorite Amazon Kendra is an intelligent search service powered by machine learning. You can receive spelling suggestions for misspelled terms in your queries by utilizing the Amazon Kendra Spell Checker. Spell Checker helps reduce the frequency of queries returning irrelevant results by providing spelling suggestions for unrecognized terms. In this

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Shared by AWS Machine Learning March 26, 2022