In this module, you create an Amazon Personalize solution. A solution refers to the combination of an Amazon Personalize recipe, customized parameters, and one or more solution versions (trained models). Once you create a solution with a solution version, you can create a campaign to deploy the solution version and get recommendations. To create a solution in Amazon Personalize, you do the following:
- Choose a recipe – A recipe is an Amazon Personalize term specifying an appropriate algorithm to train for a given use case. For more details, see Choosing a Recipe.
- Configure a solution – Customize solution parameters and recipe-specific hyperparameters so the model meets your specific business needs. For more details, see Configuring a Solution.
- Create a solution version (train a model) – Train the machine learning model Amazon Personalize will use to generate recommendations for your customers. For more details, see Creating a Solution Version.
- Evaluate the solution version – Use the metrics Amazon Personalize generates from the new solution version to evaluate the performance of the model. For more details, see Evaluating the Solution Version.
Time to Complete Module: 20 Minutes
In this module, you created and configured an Amazon Personalize solution for model training. You also evaluated the solution version for model performance.
In the next module, you deploy your model by creating an Amazon Personalize campaign.