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Category: Machine learning

October 21, 2025Machine learning

Serverless deployment for your Amazon SageMaker Canvas models

Deploying machine learning (ML) models into production can often be a complex […]

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October 21, 2025Machine learning

Accelerate large-scale AI training with Amazon SageMaker HyperPod training operator 

Large-scale AI model training faces significant challenges with failure recovery and monitoring. […]

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October 21, 2025Machine learning

Building a multi-agent voice assistant with Amazon Nova Sonic and Amazon Bedrock AgentCore

Amazon Nova Sonic is a foundation model that creates natural, human-like speech-to-speech […]

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October 17, 2025Machine learning

Splash Music transforms music generation using AWS Trainium and Amazon SageMaker HyperPod

Generative AI is rapidly reshaping the music industry, empowering creators—regardless of skill—to […]

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October 17, 2025Machine learning

Beyond vibes: How to properly select the right LLM for the right task

Choosing the right large language model (LLM) for your use case is […]

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October 17, 2025Machine learning

Principal Financial Group accelerates build, test, and deployment of Amazon Lex V2 bots through automation

This guest post was written by Mulay Ahmed and Caroline Lima-Lane of […]

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October 17, 2025Machine learning

How TP ICAP transformed CRM data into real-time insights with Amazon Bedrock

This post is co-written with Ross Ashworth at TP ICAP. The ability […]

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October 16, 2025Machine learning

Iterative fine-tuning on Amazon Bedrock for strategic model improvement

Organizations often face challenges when implementing single-shot fine-tuning approaches for their generative […]

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October 16, 2025Machine learning

Optimizing document AI and structured outputs by fine-tuning Amazon Nova Models and on-demand inference

Multimodal fine-tuning represents a powerful approach for customizing vision large language models […]

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October 16, 2025Machine learning

Voice AI-powered drive-thru ordering with Amazon Nova Sonic and dynamic menu displays

Artificial Intelligence (AI) is transforming the quick-service restaurant industry, particularly in drive-thru […]

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