Why vanishing and exploding gradient happens in RNN? What is CRF? How do you learn embeddings for users based on their visits on websites?
Machine Learning Scientist Interview Questions
510 machine learning scientist interview questions shared by candidates
describe experience of research and what relevant
A lot of useless behavioral HR questions from biologists and chemists with a phd from MIT...
Please introduce your project in your resume.
About your CV/ resume, work
Feature extraction, given their situation, how would you do! He was particular on the existing methods and why Mostly asked in depth about my projects relevant to this position
They pulled out the problem they were working on and asked you to give a solution.
General: Do you have an experience with going from quick and dirty prototyping to real products?
Python: Version of Python used, and why? Which unit tests have you used on Python projects? Have you used scikit-learn library? Which algorithms have you used from there? What is a list comprehension in python, and how you use it? Are you familiar with "generator comprehension"? What is PEP8? What "pass" does in python? What python libraries have you used? How to resolve inter-dependencies of libraries? What is python "with" statement?
A take home test requiring you to implement a Graph Neural Network on an open ended problem. Some protein dataset with random text added in. They say you shouldn't spend long on it, but this is a non-trivial task.
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