Q: You are the ML Engineer who developed a recommendation system model. The model goes into production and behaves not normally, like discrimination or other things. What are you going to do?
Senior Machine Learning Scientist Interview Questions
63 senior machine learning scientist interview questions shared by candidates
Q: which university are you graduated from? (Tip: if it is not in the top 10 in their list, do bother to answer any other questions.)
Describe the data collection, modeling, metrics, and evaluation process you would use for X.
Decision tree and ensemble techniques. Naive bayes Bias variance tradeoff
What do you know about Recursion
Why do you want to work at Entrix?
Typical questions about classical machine learning problems: you want to make an image classifier but you do not have enough labelled data...
Data science take home case study.
Technical Questions around past projects. Case Study with Viator tours PLP page. Implementation of simple product-to-product recommendation in Python. Behavioural/Leadership Style Questions
- Talk through experience with a ML project they were interested - Case Study with Ranking on Viator's webpage - Coding: Bootstraping & implementation of simple recommendation system (product-to-product) - Behavioural/Values Interview
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