Design chat system assuming we have previous data.
Machine Learning Specialist Interview Questions
8,212 machine learning specialist interview questions shared by candidates
Describe a recent research paper you found interesting.
2 algorithmic interviews and 2 ML interviews. For algorithmic, both were easy to medium leetcode-style questions. For ML, one was about basics of ML, statistics, data analysis and the other was little more specific topic like NLP.
Tell me about a disagreement you had and how you solved it.
Why do you want to work here?
Could you describe the main based tree algorithms? (RF, XGboost etc...)
Describe the architecture of a convolutional neural network (CNN)
Tell me about a time when you learned a new technology to solve a problem.
what could you frustrate at work? Describe the time you had an argument with your boss. A project you're proud of...
Walk me through one of your projects. How did you monitor? How did you detect drift or bias? Explain a time to me when a model failed. How did you detect the failure? There was also a coding interview in which they shared a GitHub project beforehand. Task was to then pair-code with one of their engineers.
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