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3 docs tagged with "ml"

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AI/ML on AWS: An Overview

Explore the AWS AI/ML stack, from pre-built AI services and managed ML platforms to foundational ML frameworks and infrastructure, designed to solve diverse business challenges and drive innovation.

Managed Machine Learning Services (Tier 2)

Focus on Amazon SageMaker, AWS's fully managed platform for building, training, and deploying custom machine learning models at scale with comprehensive MLOps capabilities, offering more control without managing infrastructure.

ML Development Environment Architecture

A serverless, fully-managed environment that lets data-scientists move from raw data to a low-latency prediction API in minutes using Amazon SageMaker Studio, Amazon S3, and Amazon SageMaker real-time endpoints. Security, cost-control, and CI/CD best-practices are baked into every layer.