Favorite Amazon SageMaker Autopilot has added a new training mode that supports model ensembling powered by AutoGluon. Ensemble training mode in Autopilot trains several base models and combines their predictions using model stacking. For datasets less than 100 MB, ensemble training mode builds machine learning (ML) models with high accuracy
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Shared by AWS Machine Learning September 21, 2022
Favorite This month, we’re pleased to spotlight one of our sponsors, Atlantic.Net, and learn why Open… The post Atlantic.Net: Why we sponsor OSI first appeared on Voices of Open Source. Click Here to View Original Source (opensource.org)
Favorite Posted by Weicheng Kuo and Anelia Angelova, Research Scientists, Google Research, Brain Team Natural language enables flexible descriptive queries about images. The interaction between text queries and images grounds linguistic meaning in the visual world, facilitating a better understanding of object relationships, human intentions towards objects, and interactions with
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Shared by Google AI Technology September 20, 2022
Favorite Last year, we announced the general availability of RStudio on Amazon SageMaker, the industry’s first fully managed RStudio Workbench integrated development environment (IDE) in the cloud. You can quickly launch the familiar RStudio IDE, and dial up and down the underlying compute resources without interrupting your work, making it
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Shared by AWS Machine Learning September 20, 2022
Favorite The demographics of your organisation determine the distribution of knowledge, and therefore the details of the Knowledge Management Framework you need to deploy Here’s another factor that can affect the way you address KM in an organisation; the demographics of the workforce. Because the demographics are is linked to
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Shared by Nick Milton September 20, 2022
Favorite Posted by Cat Armato, Program Manager, Google This week, the 23rd Annual Conference of the International Speech Communication Association (INTERSPEECH 2022) is being held in Incheon, South Korea, representing one of the world’s most extensive conferences on research and technology of spoken language understanding and processing. Over 2,000 experts
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Shared by Google AI Technology September 17, 2022
Favorite In this post, we demonstrate how to use Amazon Polly—a leading cloud service that converts text into lifelike speech—to read the content of a webpage and highlight the content as it’s being read. Adding audio playback to a webpage improves the accessibility and visitor experience of the page. Audio-enhanced
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Shared by AWS Machine Learning September 17, 2022
Favorite Amazon SageMaker Automatic Model Tuning introduces Hyperband, a multi-fidelity technique to tune hyperparameters as a faster and more efficient way to find an optimal model. In this post, we show how automatic model tuning with Hyperband can provide faster hyperparameter tuning—up to three times as fast. The benefits of
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Shared by AWS Machine Learning September 17, 2022
Favorite Customer relationship management (CRM) is a critical tool that organizations maintain to manage customer interactions and build business relationships. Zendesk is a CRM tool that makes it easy for customers and businesses to keep in sync. Zendesk captures a wealth of customer data, such as support tickets created and
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Shared by AWS Machine Learning September 17, 2022
Favorite Posted by Santiago Balseiro, Staff Research Scientist, Google Research, and Associate Professor at Columbia University, and Vahab Mirrokni, Distinguished Scientist, Google Research The emergence of digital technologies has transformed decision making across commercial sectors such as airlines, online retailing, and internet advertising. Today, real-time decisions need to be repeatedly
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Shared by Google AI Technology September 16, 2022
Shared by AWS Machine Learning September 21, 2022
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