What are some good ML interview prep resources?

Question

Starting to do technical interviews for some Machine Learning roles. How can I sharpen up?

laminated · Accepted Answer

Check out this resource by Chip Huyen: https://huyenchip.com/ml-interviews-book/

19f7dlj6fdob8gr · Answer

Some tips: know what PCA, LDA, heteroskedasticity, and other terms are, how to identify them and what you use them for. Also a good idea to take public data sets, scan for outliers and run a simple regression on them. Think about how you would do this. How would you approach building a recommendation system to similar products that a user has bought before.

^ These are all real interview examples

Inconceivable12345 · Answer

I found youtube videos on mock ML interview questions to be particularly helpful. Very similar to my actual experience interviewing for MLE and DS positions.

88841n · Answer

Saw this on Linkedin and the manual has got some solid info that might help: https://www.linkedin.com/posts/anthonycheung10_jpm-big-data-and-machine-learning-activity-6986218744880463872-eiIa?utm_source=share&utm_medium=member_desktop

What are some good ML interview prep resources?

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