Describe how you would approach data preprocessing
Machine Learning Specialist Interview Questions
8,197 machine learning specialist interview questions shared by candidates
DSA, OOPs, NLP Fundamentals, LLMs, AI
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.
In a typical epoch, how is GPU usage across each stage. Is Forward pass more GPU intensive than Backward pass?
Ordinary Least Squares question, with 3 non collinear points (1,0) (0,0) and (1,1). Define y intercept and slope.
What regressors and classifiers have you used?
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