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How AWS personalize selects interactions when number of interactions is more than 500M?

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According to the docs, the Maximum number of interactions that are considered by a model during training is 500M. What if I have more than 500M records in my interactions dataset? How does Amazon select 500M interactions among those to train a model? Does it consider the latest 500M interactions?

Topics
Machine Learning & AI
Tags
Machine Learning & AIAmazon Personalize
Language
English
rePost-User-6687890
asked a year ago201 views
1 Answer
1

The most recent 500M interactions are used for training based on the TIMESTAMP column in the interactions dataset. This limit is also adjustable.

https://docs.aws.amazon.com/personalize/latest/dg/limits.html

AWS
James_J
answered a year ago

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