take home assignment to build model.
Data Scientist Machine Learning Interview Questions
80 data scientist machine learning interview questions shared by candidates
How do you develop ML models to handle acronyms so that mlk and milk can convey the same meaning?
Leetcode two-sum probel. (EASY) Asked me to calculates size of CNN kernels based on desired outputs.
What's your favorite algorithm?
Given a set of real numbers, group them.
What were some of the Deep Learning architectures you have developed and why?
The recruiter asked me about what areas am I interested in and what are the salary ranges I am looking for.
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?
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