Building and Deploying Machine Learning Services with AWS

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2025

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Dr. Marcelo De Vincenzi - Universidad Abierta Interamericana (UAI)

Abstract

The explosive development of Artificial Intelligence in recent years came hand in hand with the development of cloud computing: Naturally, the availability of large volumes of data and configurable computing resources favored its evolution. It is therefore straightforward for cloud computing service providers to develop and provide Machine Learning (ML) and Artificial Intelligence (AI) services from their platforms. AWS being the leading global provider of cloud computing services, this paper details the implementation and deployment of the most prominent ML services provided by AWS. Reproducible examples of the services described are included.

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Machine Learning in AWS, ML in Amazon, ML in the cloud, ML services

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Except where otherwised noted, this item's license is described as info:eu-repo/semantics/openAccess