📰 AWS Machine Learning

Articles from AWS Machine Learning · 53 articles · Updated every 3 hours · View all news

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AWS Machine Learning ⚡ AI Lesson 3w ago

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

This post explores how Workhuman transformed their analytics delivery model and the key lessons learned from their implementation. We go through their architect

AWS Machine Learning ⚡ AI Lesson 3w ago

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

This blog post provides step-by-step guidance on implementing an offline feature store using SageMaker Catalog within a SageMaker Unified Studio domain. By adop

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3w ago

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

In this post, we explain how P-EAGLE works, how we integrated it into vLLM starting from v0.16.0 (PR#32887), and how to serve it with our pre-trained checkpoint

AWS Machine Learning ⚡ AI Lesson 3w ago

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

Today, we’re announcing two new Amazon CloudWatch metrics for Amazon Bedrock, TimeToFirstToken and EstimatedTPMQuotaUsage. In this post, we cover how these work

AWS Machine Learning ⚡ AI Lesson 3w ago

Secure AI agents with Policy in Amazon Bedrock AgentCore

In this post, you will understand how Policy in Amazon Bedrock AgentCore creates a deterministic enforcement layer that operates independently of the agent's ow