# Process overview for finding and deploying machine learning products
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The following diagram shows an overview of the process to find, subscribe, and deploy a machine learning product on Amazon SageMaker AI.

1. Find and try a model from AWS Marketplace

1. Subscribe to the ML product

1. Deploy models in Amazon SageMaker AI

1. Use secure REST APIs

1. Perform
   + Real-time inference
   + Batch transform job

![Diagram of how a buyer finds, buys and deploys a machine learning product.](http://docs.aws.amazon.com/marketplace/latest/buyerguide/images/buyer-ml-deploy-model.png)


You pay only for your usage, with no minimum fees or upfront commitments. AWS Marketplace provides a consolidated bill for algorithms and model packages, and AWS infrastructure usage charges.