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aws-solutions / maintaining-personalized-experiences-with-machine-learning

The Maintaining Personalized Experiences with Machine Learning solution provides an automated pipeline to maintain resources in Amazon Personalize. This pipeline allows you to keep up to date with your user’s most recent activity while sustaining and improving the relevance of recommendations
https://aws.amazon.com/solutions/implementations/maintaining-personalized-experiences-with-ml
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does model training scheduler conflict with Personalize new feature of auto retraining #48

Open llmin opened 1 month ago

llmin commented 1 month ago

Is your feature request related to a problem? Please describe.

Personalize automatic solution training: https://docs.aws.amazon.com/personalize/latest/dg/solution-config-auto-training.html

Describe the feature you'd like A clear and concise description of what you want to happen.

Additional context Add any other context or screenshots about the feature request here.

fhoueto-amz commented 1 month ago

Hi Can you please provide a clear description of your question?

llmin commented 1 month ago

Based on my understanding, this solution includes a schedule module for periodic model training. According to this document https://docs.aws.amazon.com/personalize/latest/dg/solution-config-auto-training.html, the Personalize service has already introduced an automatic training feature. Do these two accomplish the same thing? Can this new feature of Personalize be used to achieve the same result? Is there a roadmap for this?

llmin commented 1 month ago

also ,looks like this solution does't support new feature of Enabling automatic campaign updates https://docs.aws.amazon.com/personalize/latest/dg/campaigns.html#create-campaign-automatic-latest-sv-update

DeccanAjay commented 1 month ago

@llmin - scheduling can be done through the Solution or use directly via Personalize. We will look into this and add it to our backlog.