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Senior Machine Learning Engineer Interview Questions
614 senior machine learning engineer interview questions shared by candidates
NLP questions. ML related to cloud.
Design a CVR prediction model
Questions based on previous work experience. Scenario-based questions to gauge the knowledge of Big Data, System Design, etc. Questions on Machine Learning Training, Retraining pipelines, Automated Deployments, etc.
Three take home coding challenges.
ML algorithm using numpy/pytorch. System design around video search system.
Basic data science questions for the most part, something like what is p-value, what is overfitting, cross-validation etc.
How would you handle tracking different colour balls in a cricket setting? (1 colour may be harder, and may have less data)
Compare advantages/disadvantages of CNNs vs Transformers
Describe an end-to-end machine learning pipeline.
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