regular codings (LC style + 90mins challenge), white boarding coding, ML design/questions
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,202 machine learning interview questions shared by candidates
Generate a set of all possible dictionary words from a given sequence of digits.
How would you design a recommendation system?
How would you architect and scale a large batch process that generates dynamic prices?
Describe a paper you have read recently, and what did you like/dislike about it?
Why would you be well suited to a Machine Learning Engineer role?
Algorithmics, data structures & efficiency. Human fit: tell me one time you failed, etc
Given two ranges, find out if they are overlapping with each other or not?
strategies for handling imbalanced classes
clustering methods
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