Describe the ongoing work experience and how your work affects the company goals?
Machine Learning Developer Interview Questions
8,202 machine learning developer interview questions shared by candidates
Mix of general/basic ML and more specific questions.
Describe how you would approach data preprocessing
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?
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