Regarding the assessment, I was asked about potential information leakage.
Sr Data Scientist Interview Questions
3,428 sr data scientist interview questions shared by candidates
You are given an extremely large dataset with a target column. How would you go about modeling it assuming the dataset is too big to processed in memory?
Are ConvNets invariable to image rotations?
Many questions related to the take home task covering all stages of model built and deployment.
Tell us about yourself briefly
No fixed question as they do not have role clarity. Simply asking here and there
Explain how to handle missing data
1. How would you design a recommendation system with just movie names, actor names, director name and genre? Other questions are some random basic ML questions.
What do you need to keep in mind, when running an A/B test involving more than just 2 alternatives?
How would you design an A-B Test to , how would you use causal inference methods if experimentation was not an option.
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