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Category: Machine learning

December 19, 2025Machine learning

Introducing SOCI indexing for Amazon SageMaker Studio: Faster container startup times for AI/ML workloads

Today, we are excited to introduce a new feature for SageMaker Studio: […]

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December 18, 2025Machine learning

Bi-directional streaming for real-time agent interactions now available in Amazon Bedrock AgentCore Runtime

Building natural voice conversations with AI agents requires complex infrastructure and lots […]

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December 18, 2025Machine learning

Build and deploy scalable AI agents with NVIDIA NeMo, Amazon Bedrock AgentCore, and Strands Agents

This post is co-written with Ranjit Rajan, Abdullahi Olaoye, and Abhishek Sawarkar […]

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December 17, 2025Machine learning

Track machine learning experiments with MLflow on Amazon SageMaker using Snowflake integration

A user can conduct machine learning (ML) data experiments in data environments, […]

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December 17, 2025Machine learning

Tracking and managing assets used in AI development with Amazon SageMaker AI 

Building custom foundation models requires coordinating multiple assets across the development lifecycle […]

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December 16, 2025Machine learning

Governance by design: The essential guide for successful AI scaling

Picture this: Your enterprise has just deployed its first generative AI application. […]

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December 16, 2025Machine learning

How Tata Power CoE built a scalable AI-powered solar panel inspection solution with Amazon SageMaker AI and Amazon Bedrock

This post is co-written with Vikram Bansal from Tata Power, and Gaurav […]

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December 16, 2025Machine learning

Unlocking video understanding with TwelveLabs Marengo on Amazon Bedrock

Media and entertainment, advertising, education, and enterprise training content combines visual, audio, […]

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December 15, 2025Machine learning

Checkpointless training on Amazon SageMaker HyperPod: Production-scale training with faster fault recovery

Foundation model training has reached an inflection point where traditional checkpoint-based recovery […]

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December 15, 2025Machine learning

Adaptive infrastructure for foundation model training with elastic training on SageMaker HyperPod

Modern AI infrastructure serves multiple concurrent workloads on the same cluster, from […]

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