Amazon SageMaker

Category: Tools & Frameworks

Category: Tools & Frameworks

Definition

Amazon SageMaker is AWS's fully managed platform for building, training, and deploying machine learning models at scale.

How It Works

SageMaker provides tools for every step of ML development - labeling data, training models, tuning hyperparameters, and deploying to production. It integrates with other AWS services for storage and computing.

The platform offers both no-code interfaces and full programming flexibility.

Why It Matters

SageMaker made enterprise ML accessible by handling infrastructure complexity. Companies already using AWS can add ML capabilities without learning new platforms.

It's one of the most comprehensive ML platforms, supporting everything from experimentation to massive production deployments.


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