How Clearwater Analytics is revolutionizing investment management with generative AI and Amazon SageMaker JumpStart

Favorite This post was written with Darrel Cherry, Dan Siddall, and Rany ElHousieny of Clearwater Analytics. As global trading volumes rise rapidly each year, capital markets firms are facing the need to manage large and diverse datasets to stay ahead. These datasets aren’t just expansive in volume; they’re critical in

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Shared by AWS Machine Learning December 14, 2024

Implementing login node load balancing in SageMaker HyperPod for enhanced multi-user experience

Favorite Amazon SageMaker HyperPod is designed to support large-scale machine learning (ML) operations, providing a robust environment for training foundation models (FMs) over extended periods. Multiple users — such as ML researchers, software engineers, data scientists, and cluster administrators — can work concurrently on the same cluster, each managing their

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Shared by AWS Machine Learning December 14, 2024

How Amazon trains sequential ensemble models at scale with Amazon SageMaker Pipelines

Favorite Amazon SageMaker Pipelines includes features that allow you to streamline and automate machine learning (ML) workflows. This allows scientists and model developers to focus on model development and rapid experimentation rather than infrastructure management Pipelines offers the ability to orchestrate complex ML workflows with a simple Python SDK with

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Shared by AWS Machine Learning December 14, 2024

Accelerate your ML lifecycle using the new and improved Amazon SageMaker Python SDK – Part 1: ModelTrainer

Favorite Amazon SageMaker has redesigned its Python SDK to provide a unified object-oriented interface that makes it straightforward to interact with SageMaker services. The new SDK is designed with a tiered user experience in mind, where the new lower-level SDK (SageMaker Core) provides access to full breadth of SageMaker features

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Shared by AWS Machine Learning December 13, 2024

EBSCOlearning scales assessment generation for their online learning content with generative AI

Favorite EBSCOlearning offers corporate learning and educational and career development products and services for businesses, educational institutions, and workforce development organizations. As a division of EBSCO Information Services, EBSCOlearning is committed to enhancing professional development and educational skills. In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI

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Shared by AWS Machine Learning December 12, 2024