What are activation functions for? compare them and explain when each of them can/should be used? How does quantization work and why is that used? How do you implement it in Pytorch, etc. How do you define a customized layer in pytorch using C/C++?
Machine Learning Internship Interview Questions
8,210 machine learning internship interview questions shared by candidates
Can you share any own projects?
Q: What is the meaning of "overfitting"?
Tell me about your previous experience and how it applies to this role. Some technical questions on ML and deployments
- Describe relative pros and cons of Object Oriented programming - Write a function that computes raising an integer to an exponent, and discuss runtime complexity issues (they want to see pointless trivia answer with recursion on half the exponent). - Talk about some natural language processing applications, general machine learning. Interviewer didn't seem to know many details about machine learning. - Write a function that transforms some input text into word counts.
from which college you got the degree.
What experience do you have with 2-stage computer vision models?
Lots of recursion questions, a few machine learning questions
General questions about experience, careers goals, etc.
Implementation of singleton in python, Module circular dependency
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