How can I prepare for a machine learning interview at Facebook? Besides the classic coding modules, are there any ML specific? Thanks!
What's your YOE? Is it for a specific ML team?
10 yoe (although not all of them doing ML). No specific teams but guaranteed to be an ML one
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yes there’ll be a ML system design round know your ranking tradeoffs between pointwise pairwise and listwise, understand how production ML systems work, have a point of view on experimentation and a/b vs bandit, make sure you can speak to offline vs online evaluation, etc
Thanks! Any ML coding? With/without libraries?
No coding. Just discussion and drawing some pictures on whiteboard.