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Damage assessment using Amazon SageMaker geospatial capabilities and custom SageMaker models

In this post, we show how to train, deploy, and predict natural disaster damage with Amazon SageMaker with geospatial capabilities.…

3 years ago

Deploy Amazon SageMaker Autopilot models to serverless inference endpoints

Amazon SageMaker Autopilot automatically builds, trains, and tunes the best machine learning (ML) models based on your data, while allowing…

3 years ago

What Is a Pretrained AI Model?

Imagine trying to teach a toddler what a unicorn is. A good place to start might be by showing the…

3 years ago

Private Ads Prediction with DP-SGD

Posted by Krishna Giri Narra, Software Engineer, Google, and Chiyuan Zhang, Research Scientist, Google Research Ad technology providers widely use…

3 years ago

Google at EMNLP 2022

Posted by Malaya Jules, Program Manager, Google This week, the premier conference on Empirical Methods in Natural Language Processing (EMNLP…

3 years ago

Improve scalability for Amazon Rekognition stateless APIs using multiple regions

In previous blog post, we described an end-to-end identity verification solution in a single AWS Region. The solution uses the…

3 years ago

Use your own training scripts and automatically select the best model using hyperparameter optimization in Amazon SageMaker

The success of any machine learning (ML) pipeline depends not just on the quality of model used, but also the…

3 years ago

IT prediction: AI could help realize the dream of the four-day work week

Editor's note: This post is part of an ongoing series on IT predictions from Google Cloud experts. Check out the…

3 years ago

Hittin’ the Sim: NVIDIA’s Matt Cragun on Conditioning Autonomous Vehicles in Simulation

Training, testing and validating autonomous vehicles requires a continuous pipeline — or data factory — to introduce new scenarios and…

3 years ago

Modeling Heart Rate Response to Exercise with Wearable Data

This paper was accepted at the workshop "Learning from Time Series for Health" at NeurIPS 2022. Heart rate (HR) dynamics…

3 years ago