Machine Learning Systems Design

github.com

Chip Huyen put together a fantastic resource for anyone studying for ML interviews:

This part contains 27 open-ended questions that test your ability to put together what you've learned to design systems to solve practical problems. Interviewers give you a problem, possibly related to their products, and ask you to design a machine learning system to solve it. This type of question has become so popular that it's almost guaranteed that you'll be asked at least one during your interview process. In an hour-long interview, you might have time to go over only one or two questions.

It's also one of the most comprehensive overviews of the topic I've ever seen. There are dozens of links, each of which is to a foundational piece of writing in the field.

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