AWS SageMaker
PulseAugur coverage of AWS SageMaker — every cluster mentioning AWS SageMaker across labs, papers, and developer communities, ranked by signal.
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AWS integrates with Hugging Face, bypassing direct competition
AWS has chosen to integrate with Hugging Face rather than build a competing open-source model repository. This strategic decision for AWS SageMaker and AWS Bedrock acknowledges Hugging Face's dominance in the developer …
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MLOps pipeline simplifies model deployment on AWS SageMaker
This article details a streamlined MLOps pipeline designed to deploy machine learning models to live endpoints with a single click. It addresses the common challenge of models failing to reach production by providing a …
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Guide to Deploying Custom Docker Containers on AWS SageMaker
This article provides a guide on deploying a custom Docker container to AWS SageMaker. It explains how SageMaker can host ML models and manage infrastructure like instance provisioning and autoscaling. The process invol…
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Guide simplifies deploying local Python scripts to AWS SageMaker
This guide provides a straightforward method for deploying local Python training scripts to AWS SageMaker. It details the four essential code modifications required to transition a `train.py` file from a local environme…
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Deep learning maps California tomatoes using AlphaEarth embeddings
Researchers have developed a new method for mapping tomato cropping systems in California using Google DeepMind's AlphaEarth geospatial embeddings and a deep learning U-Net model. This approach eliminates the need for m…