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Category: Machine learning

March 16, 2026Machine learning

Build an offline feature store using Amazon SageMaker Unified Studio and SageMaker Catalog

Building and managing machine learning (ML) features at scale is one of […]

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March 16, 2026Machine learning

How Workhuman built multi-tenant self-service reporting using Amazon Quick Sight embedded dashboards

This post is cowritten with Ilija Subanovic and Michael Rice from Workhuman. […]

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March 13, 2026Machine learning

P-EAGLE: Faster LLM inference with Parallel Speculative Decoding in vLLM

EAGLE is the state-of-the-art method for speculative decoding in large language model […]

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March 12, 2026Machine learning

Secure AI agents with Policy in Amazon Bedrock AgentCore

Deploying AI agents safely in regulated industries is challenging. Without proper boundaries, […]

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March 12, 2026Machine learning

Improve operational visibility for inference workloads on Amazon Bedrock with new CloudWatch metrics for TTFT and Estimated Quota Consumption

As organizations scale their generative AI workloads on Amazon Bedrock, operational visibility […]

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March 12, 2026Machine learning

Fine-tuning NVIDIA Nemotron Speech ASR on Amazon EC2 for domain adaptation

This post is a collaboration between AWS, NVIDIA and Heidi.  Automatic speech […]

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March 12, 2026Machine learning

Multimodal embeddings at scale: AI data lake for media and entertainment workloads

This post shows you how to build a scalable multimodal video search […]

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March 11, 2026Machine learning

Operationalizing Agentic AI Part 1: A Stakeholder’s Guide

Agentic AI isn’t a feature you turn on. It’s a shift in […]

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March 10, 2026Machine learning

Accelerate custom LLM deployment: Fine-tune with Oumi and deploy to Amazon Bedrock

This post is cowritten by David Stewart and Matthew Persons from Oumi. […]

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March 9, 2026Machine learning

Access Anthropic Claude models in India on Amazon Bedrock with Global cross-Region inference

The adoption and implementation of generative AI inference has increased with organizations […]

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