Ask HN: How do you perform online learning for Production ML systems?

7 pointsmailjenil7y ago1 comments

My workflow for batch/offline training takes a day. I have a use case where I want to aggregate feedback from last hour and perform online learning.

How would you do it in Production ML system serving live traffic?

1 comments

tixocloud7y ago

To answer this well, there are a few additional details needed: 1. How often does the model need to be retrained? 2. What's the output of your model? 3. You say training takes a day - if you had the parameters, how long does it take to process?

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Ask HN: How do you perform online learning for Production ML systems?

7 pointsmailjenil7y ago1 comments

My workflow for batch/offline training takes a day. I have a use case where I want to aggregate feedback from last hour and perform online learning.

How would you do it in Production ML system serving live traffic?

1 comments

tixocloud7y ago

j / k navigate · click thread line to collapse