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Category: Machine learning

February 21, 2025Machine learning

How Rocket Companies modernized their data science solution on AWS

This post was written with Dian Xu and Joel Hawkins of Rocket […]

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February 21, 2025Machine learning

LLM continuous self-instruct fine-tuning framework powered by a compound AI system on Amazon SageMaker

Fine-tuning a pre-trained large language model (LLM) allows users to customize the […]

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February 21, 2025Machine learning

Reducing hallucinations in LLM agents with a verified semantic cache using Amazon Bedrock Knowledge Bases

Large language models (LLMs) excel at generating human-like text but face a […]

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February 21, 2025Machine learning

Orchestrate an intelligent document processing workflow using tools in Amazon Bedrock

Generative AI is revolutionizing enterprise automation, enabling AI systems to understand context, […]

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February 21, 2025Machine learning

AWS and DXC collaborate to deliver customizable, near real-time voice-to-voice translation capabilities for Amazon Connect

Providing effective multilingual customer support in global businesses presents significant operational challenges. […]

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February 21, 2025Machine learning

Maximize your file server data’s potential by using Amazon Q Business on Amazon FSx for Windows

Organizations need efficient ways to access and analyze their enterprise data. Amazon […]

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February 20, 2025Machine learning

Generate synthetic counterparty (CR) risk data with generative AI using Amazon Bedrock LLMs and RAG

Data is the lifeblood of modern applications, driving everything from application testing […]

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February 20, 2025Machine learning

Turbocharging premium audit capabilities with the power of generative AI: Verisk’s journey toward a sophisticated conversational chat platform to enhance customer support

This post is co-written with Sajin Jacob, Jerry Chen, Siddarth Mohanram, Luis […]

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February 19, 2025Machine learning

Best practices for Amazon SageMaker HyperPod task governance

At AWS re:Invent 2024, we launched a new innovation in Amazon SageMaker […]

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February 19, 2025Machine learning

Build verifiable explainability into financial services workflows with Automated Reasoning checks for Amazon Bedrock Guardrails

Foundational models (FMs) and generative AI are transforming how financial service institutions […]

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