Expanding our ML-based flood forecasting

Favorite In 2018 we began our flood forecasting initiative to help combat the catastrophic damage from floods each year by equipping those in harm’s way with accurate and detailed alerts. This work is a part of Google’s broader Crisis Response program which provides people access to trusted information and resources

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Shared by Google AI Technology November 9, 2021

A communication tool for people with speech impairments

Favorite For millions of people, being able to speak and be understood can be difficult as a result of conditions that can impact speech, including stroke, ALS, Cerebral Palsy, traumatic brain injury or Parkinson’s disease. Today, we’re inviting an initial group of people to test Project Relate, a new Android

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Shared by Google AI Technology November 9, 2021

Augment search with metadata by chaining Amazon Textract, Amazon Comprehend, and Amazon Kendra

Favorite Amazon Kendra is an intelligent search service powered by machine learning (ML). Amazon Kendra reimagines enterprise search for your websites and applications so your employees and customers can easily find the content they’re looking for, even when it’s scattered across multiple locations and content repositories within your organization. With

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Shared by AWS Machine Learning November 9, 2021

Use AutoGluon-Tabular in AWS Marketplace

Favorite AutoGluon-Tabular is an open-source AutoML framework that requires only a single line of Python to train highly accurate machine learning (ML) models on an unprocessed tabular dataset. In this post, we walk you through a way of using AutoGluon-Tabular as a code-free AWS Marketplace product. We use this process

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Shared by AWS Machine Learning November 9, 2021

Run AlphaFold v2.0 on Amazon EC2

Favorite After the article in Nature about the open-source of AlphaFold v2.0 on GitHub by DeepMind, many in the scientific and research community have wanted to try out DeepMind’s AlphaFold implementation firsthand. With compute resources through Amazon Elastic Compute Cloud (Amazon EC2) with Nvidia GPU, you can quickly get AlphaFold

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Shared by AWS Machine Learning November 6, 2021

Build a shelf monitoring application using AWS Panorama

Favorite Out-of-stock (OOS) is an essential metric tracked across the retail industry. Brick-and-mortar retailers seek to reduce their costs associated with OOS items, while simultaneously increasing shopper satisfaction without inventory surplus. A product can be OOS in three main ways: Distribution OOS, Store OOS, and Shelf OOS. This post focuses

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Shared by AWS Machine Learning November 3, 2021

Get started with RStudio on Amazon SageMaker

Favorite Today, we’re excited to announce RStudio on Amazon SageMaker, the industry’s first fully-managed RStudio integrated development environment (IDE) in the cloud. You can now bring the current RStudio licenses and migrate your self-managed RStudio environments to Amazon SageMaker in a few simple steps. RStudio is one of the most

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Shared by AWS Machine Learning November 3, 2021