CourseML System Design · 0017 minPremium
Overview
A course for the ML system design round: how to turn a product goal into a learning problem, then metrics, data and labels, features, ranking models, training, serving, evaluation in production and monitoring, ending with feed ranking, ad click prediction and fraud scoring worked as interviews.
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Part of the ML System Design course, on the Premium plan
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What’s inside
- How this round differs from backend design
- The shape of an answer
- The system you will design in your head
- Three systems, all the way through
- The modules
- Notebook versus production
- Numbers worth carrying
- How to use this course
- Check yourself