AWS Machine Learning Blog

APRIL 2, 2025

At its core, Ray offers a unified programming model that allows developers to seamlessly scale their applications from a single machine to a distributed cluster. A Ray cluster consists of a single head node and a number of connected worker nodes. Ray clusters and Kubernetes clusters pair well together.

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Clustering AWS AI AI 122

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. During the Made By Google event this year, we announced the " speaker labels " feature for the Recorder app. Architecture of the Turn-to-Diarize system.

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Clustering Algorithm Machine Learning Machine Learning 59

AWS Machine Learning Blog

FEBRUARY 24, 2023

In this post, we describe our design and implementation of the solution, best practices, and the key components of the system architecture. These new tools can accelerate disaster response efforts and allow us to use the data from these post-event analyses to improve the prediction accuracy of these models with active learning.

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ML ML AWS Data Pipeline 104

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. This event-driven architecture provides immediate processing of new documents.

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AWS Database AI AI 115

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

MAY 3, 2023

Because frequent patching required a lot of our time and didn’t always deliver the results we hoped for, we decided it was better to rebuild the system from the ground up. How we redesigned our interactive ML system Here, we’ll detail the process we followed to arrive at our high-level system architecture.

ML 52

ML ML Machine Learning Machine Learning 52