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Category: Machine learning

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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October 15, 2025Machine learning

Transforming enterprise operations: Four high-impact use cases with Amazon Nova

Since the launch of Amazon Nova at AWS re:Invent 2024, we have […]

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October 15, 2025Machine learning

Building smarter AI agents: AgentCore long-term memory deep dive

Building AI agents that remember user interactions requires more than just storing […]

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October 15, 2025Machine learning

Scala development in Amazon SageMaker Studio with Almond kernel

Scala stands out as a versatile programming language that combines object-oriented and […]

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October 15, 2025Machine learning

Configure and verify a distributed training cluster with AWS Deep Learning Containers on Amazon EKS

Training state-of-the-art large language models (LLMs) demands massive, distributed compute infrastructure. Meta’s […]

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October 14, 2025Machine learning

How Amazon Bedrock Custom Model Import streamlined LLM deployment for Salesforce

This post is cowritten by Salesforce’s AI Platform team members Srikanta Prasad, […]

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