How could you unit test a python program that contains stochastic elements?
Machine Learning Consultant Interview Questions
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1. Explain the bias-variance tradeoff 2. What is k-fold cross validation and why is it important? 3. How would you deal with class imbalance?
How would you design a system to: - schedule jobs - retry with exponential backoff No context or use case was given. Minimal help from the interviewer.
Describe a project you undertook and take us step by step.
How would your colleagues describe you?
Your experience with data modelling?
Mostly system design and "culture fit" questions.
Talk about past relevant experience
They asked me how i would create a custom tokenizer for law data
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