MCQ on Python List slicing, coding question on string manipulation(very easy). ML theory questions: How to avoid overfitting, PCA, Bias-Variance tradeoff.
Machine Learning Consultant Interview Questions
8,205 machine learning consultant interview questions shared by candidates
HR screen basically resume interview and they ask you about your specific machine learning experiences.
Describe the ongoing work experience and how your work affects the company goals?
Mix of general/basic ML and more specific questions.
Describe how you would approach data preprocessing
1. Object recognition problem 2. SQL inner join problem 3. managing API calls within time limit per IP
CS Fundamentals, DP and Graph
CNN, RNN, MLP, Back propagation e.t.c.,
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.
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