AI, Clustering, Deep Learning and System Architecture

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

AWS Machine Learning Blog

FEBRUARY 24, 2023

In this post, we describe our design and implementation of the solution, best practices, and the key components of the system architecture. Amazon Rekognition makes it easy to add image and video analysis into our applications, using proven, highly scalable, deep learning technology.

AWS

AWS ML ML Data Pipeline

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

The MLOps Blog

MARCH 12, 2024

Large Language Models ( LLMs ) like Meta AI’s LLaMA models , MISTRAL AI’s open models , and OpenAI’s GPT series have improved language-based AI. LLMOps is key to turning LLMs into scalable, production-ready AI tools. A particularly notable application is Retrieval-Augmented Generation ( RAG ).

Database

Database Machine Learning Machine Learning AI

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

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

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