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Accelerate disaster response with computer vision for satellite imagery using Amazon SageMaker and Amazon Augmented AI

AWS Machine Learning Blog

AWS recently released Amazon SageMaker geospatial capabilities to provide you with satellite imagery and geospatial state-of-the-art machine learning (ML) models, reducing barriers for these types of use cases. It enables us to iteratively add context to the image, without having to recompile or rescale, and handle schema evolution.

AWS 90
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LLMOps: What It Is, Why It Matters, and How to Implement It

The MLOps Blog

Observability tools: Use platforms that offer comprehensive observability into LLM performance, including functional logs (prompt-completion pairs) and operational metrics (system health, usage statistics). Caption : RAG system architecture. to ingest data from health forums, medical journals, and wellness blogs.