They asked about strategies for handling imbalanced datasets in machine learning, including common approaches and evaluation metrics used in such cases.
Machine Learning Consultant Interview Questions
8,221 machine learning consultant interview questions shared by candidates
from which college you got the degree.
- Describe relative pros and cons of Object Oriented programming - Write a function that computes raising an integer to an exponent, and discuss runtime complexity issues (they want to see pointless trivia answer with recursion on half the exponent). - Talk about some natural language processing applications, general machine learning. Interviewer didn't seem to know many details about machine learning. - Write a function that transforms some input text into word counts.
Q: What is the meaning of "overfitting"?
Tell me about your previous experience and how it applies to this role. Some technical questions on ML and deployments
How do you do model post monitoring What is feature store, do you familiar with open source feature store.
Walk me through your resume.
Asked about different types of ML algorithms and when they would be applicable.
Define precision and recall confusion matrix
Q. Explain Word2Vec, CBOW and Skipgram
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