Amazon Personalize

Amazon Personalize is a machine learning service from Amazon Web Services that generates product recommendations based on a customer’s own data.

AI Practitioner focus

  • Personalize creates real-time or batch recommendations from interaction, item, and user data using managed recommenders or custom recipes.
  • It is the service-match answer for individualized rankings/recommendations, not general forecasting, search, or foundation-model text generation.

Key points

  • Generates personalized product recommendations derived from customer data.
  • Listed among AWS’s Machine Learning services in the AWS Management Console alongside Amazon Kendra, Amazon Polly, and Amazon Rekognition.

Sources