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Comment on Successful machine learning models: lessons learned at Booking.comparent

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Here is an overly simple example:

Pre-compute the recommended hotels for my top users every night. Now when that user comes back, they see a slightly stale recommendation, but it's lightning fast.

You can also pre-compute and cache some of the inputs cheer model, like maybe a vector representation of the description of a hotel.

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