AWS Machine Learning Blog

DECEMBER 4, 2024

Businesses are under pressure to show return on investment (ROI) from AI use cases, whether predictive machine learning (ML) or generative AI. You can view and create EMR clusters directly through the SageMaker notebook. This post is cowritten with Isaac Cameron and Alex Gnibus from Tecton.

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AWS Machine Learning Blog

SEPTEMBER 18, 2024

The compute clusters used in these scenarios are composed of more than thousands of AI accelerators such as GPUs or AWS Trainium and AWS Inferentia , custom machine learning (ML) chips designed by Amazon Web Services (AWS) to accelerate deep learning workloads in the cloud.

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Snorkel AI

MAY 3, 2023

To empower our enterprise customers to adopt foundation models and large language models, we completely redesigned the machine learning systems behind Snorkel Flow to make sure we were meeting customer needs. In this article, we share our journey and hope that it helps you design better machine learning systems.

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Snorkel AI

MAY 3, 2023

To empower our enterprise customers to adopt foundation models and large language models, we completely redesigned the machine learning systems behind Snorkel Flow to make sure we were meeting customer needs. In this article, we share our journey and hope that it helps you design better machine learning systems.

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Google Research AI blog

DECEMBER 14, 2022

It leverages recent developments in on-device machine learning to transcribe speech , recognize audio events , suggest tags for titles, and help users navigate transcripts. This feature is powered by Google's new speaker diarization system named Turn-to-Diarize , which was first presented at ICASSP 2022.

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AWS Machine Learning Blog

FEBRUARY 24, 2023

AWS recently released Amazon SageMaker geospatial capabilities to provide you with satellite imagery and geospatial state-of-the-art machine learning (ML) models, reducing barriers for these types of use cases. He works with customers from different sectors to accelerate high-impact data, analytics, and machine learning initiatives.

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AWS Machine Learning Blog

MARCH 10, 2025

Solution overview The following figure illustrates our system architecture for CreditAI on AWS, with two key paths: the document ingestion and content extraction workflow, and the Q&A workflow for live user query response. He specializes in generative AI, machine learning, and system design.

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