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Organize machine learning development using shared spaces in SageMaker Studio for real-time collaboration

Amazon SageMaker Studio is the first fully integrated development environment (IDE) for machine learning (ML). It provides a single, web-based…

3 years ago

Minimize the production impact of ML model updates with Amazon SageMaker shadow testing

Amazon SageMaker now allows you to compare the performance of a new version of a model serving stack with the…

3 years ago

Improve governance of your machine learning models with Amazon SageMaker

As companies are increasingly adopting machine learning (ML) for their mainstream enterprise applications, more of their business decisions are influenced…

3 years ago

Define customized permissions in minutes with Amazon SageMaker Role Manager

Administrators of machine learning (ML) workloads are focused on ensuring that users are operating in the most secure manner, striving…

3 years ago

Build an agronomic data platform with Amazon SageMaker geospatial capabilities

The world is at increasing risk of global food shortage as a consequence of geopolitical conflict, supply chain disruptions, and…

3 years ago

Separate lines of business or teams with multiple Amazon SageMaker domains

Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) that enables data scientists and developers…

3 years ago

Operationalize your Amazon SageMaker Studio notebooks as scheduled notebook jobs

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML)…

3 years ago

Cheers to AI: Monarch Tractor Launches First Commercially Available Electric, ‘Driver Optional’ Smart Tractor

Livermore, Calif., renowned for research and vineyards, is plowing in a new distinction: the birthplace of the first commercially available…

3 years ago

Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer

In this work, we analyze a pre-trained mT5 to discover the attributes of cross-lingual connections learned by this model. Through…

3 years ago

Beyond CAGE: Investigating Generalization of Learned Autonomous Network Defense Policies

This paper was accepted at "Reinforcement Learning for Real Life" workshop at NeurIPS 2022. Advancements in reinforcement learning (RL) have…

3 years ago