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Senior Machine Learning Engineer Interview Questions
619 senior machine learning engineer interview questions shared by candidates
Have you mentored anybody in the past ? If yes, How [Explain and further why questions on that ] How did you adjust yourself for mentoring someone? Did you have experience where you r mentoring didn't work for you and if yes, what did you do that in scenario ?
Normal LeetCode Coding questions Implement a tokenizer Design a QA system
ML questions about Logistic regression model, how to deal with imbalanced data? what's the evaluation metrics I choose and the reason. How to deal with categorical data, etc.
how do you find an element in a sorted list that has been rotated around
How would you design a machine learning system to perform the task of predicting whether a person will engage an article or not?
ML Theory: Tested theoretical knowledge and core basics of Machine Learning. Topics on logistic regression, different types of loss functions, bias, variance, neural networks, regularisation and its usage.
ML Practical: Design a system for fraud detection (when the customer is fraudulent).
Explain the ROC and benefits of using the area under the curve metric
What was your most challenging project
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