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?
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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
James J
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