ML design interview
Are there any good books/blogs/sites for ML engineer interviews like there's grokking system design and Martin Kleppmann's book for system design?
Are you targeting an ML Engineer role at a large company? The questions I’ve heard are close to a mix of data science interview + scaling/system design.
So maybe search for ML/fraud/recommendation posts on the HighScalability site?
Yes I am. For ML engineers, there's usually one system design focused interview and one ML engineering focused interview eg design recommendation system, ads ranking, news feed ranking, fraud detection etc. Will check out high scalability
You can skip the factorization machines paper, somehow it creeped in. Facebook and youtube papers are awesome.
Neat. What app is this?
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I dunno if this is what you're looking for exactly but Andrew ng has a free book online that's more on the practical side for ML.
Name of the book?
Machine Learning Yearning by Andrew Ng