Affiliate/referral program

AWS does not offer a specific referral or affiliate program exclusively for Amazon SageMaker. However, AWS does have a partner program that allows companies to work with AWS in various capacities, including referring business to AWS services like SageMaker.

The AWS Partner Network (APN) includes the Amazon SageMaker Ready specialization for AWS Partners with software offerings that integrate with Amazon SageMaker. This program allows partners to validate their Amazon SageMaker software products and receive additional benefits. Partners can apply for the AWS Service Ready Program to have their SageMaker-integrated products validated.

For businesses and individuals interested in referring potential customers to AWS, there is a general referral process. In this process, a lead is a contact that has expressed interest in an AWS product or an AWS Partner solution. Sales representatives assess these leads to determine if they have the potential to become AWS customers. If a lead is qualified and has a higher probability of converting to a customer, it's then classified as an opportunity.

While this isn't a traditional affiliate or referral program with direct commissions, it does provide a structured way for partners and others to refer business to AWS services, including SageMaker. Partners who successfully refer business may benefit from their relationship with AWS in various ways, depending on their partner status and agreements.
Sources
Accelerate Machine Learning with Amazon SageMaker Ready Partners | AWS Partner Network (APN) Blog
Business flows - AWS Partner Central