Creating custom resources - Amazon Personalize
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Creating custom resources

After you import your data, you are ready to create the custom resources that you use to get recommendations. To create the custom resources that generate recommendations, you do the following:

  1. Create and configure a solution: Customize solution parameters and recipe-specific hyperparameters so the model meets your specific business needs. By default, new solution versions use automatic training to create solution versions at a configurable frequency. The default frequency is every 7 days.

  2. Create a solution version (train a model): For solutions that use automatic training, solution version creation starts automatically after your solution is active. For solutions that use manual training, you manually create a solution version. The solution version generates Amazon Personalize recommendations or user segments.

  3. Deploy the solution version with a campaign (only for real-time recommendations): Create a campaign to deploy your solution version. You use the campaign when you request real-time recommendations. If you are getting batch recommendations, you don't need to create a campaign.

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