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Category: Machine learning

May 29, 2025Machine learning

Revolutionizing earth observation with geospatial foundation models on AWS

Emerging transformer-based vision models for geospatial data—also called geospatial foundation models (GeoFMs)—offer […]

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May 29, 2025Machine learning

Real-world applications of Amazon Nova Canvas for interior design and product photography

As AI image generation becomes increasingly central to modern business workflows, organizations […]

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May 29, 2025Machine learning

Text-to-image basics with Amazon Nova Canvas

AI image generation has emerged as one of the most transformative technologies […]

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May 29, 2025Machine learning

Create an agentic RAG application for advanced knowledge discovery with LlamaIndex, and Mistral in Amazon Bedrock

Agentic Retrieval Augmented Generation (RAG) applications represent an advanced approach in AI […]

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May 28, 2025Machine learning

Gemma 3 27B model now available on Amazon Bedrock Marketplace and Amazon SageMaker JumpStart

We are excited to announce the availability of Gemma 3 27B Instruct […]

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May 28, 2025Machine learning

A generative AI prototype with Amazon Bedrock transforms life sciences and the genome analysis process

It takes biopharma companies over 10 years, at a cost of over […]

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May 28, 2025Machine learning

Part 3: Building an AI-powered assistant for investment research with multi-agent collaboration in Amazon Bedrock and Amazon Bedrock Data Automation

In the financial services industry, analysts need to switch between structured data […]

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May 28, 2025Machine learning

Tailoring foundation models for your business needs: A comprehensive guide to RAG, fine-tuning, and hybrid approaches

Foundation models (FMs) have revolutionised AI capabilities, but adopting them for specific […]

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May 28, 2025Machine learning

Building a multimodal RAG based application using Amazon Bedrock Data Automation and Amazon Bedrock Knowledge Bases

Organizations today deal with vast amounts of unstructured data in various formats […]

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May 28, 2025Machine learning

How Rufus doubled their inference speed and handled Prime Day traffic with AWS AI chips and parallel decoding

Large language models (LLMs) have revolutionized the way we interact with technology, […]

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