The questions pertains to the previous projects that i have done in fields of NLP and ML.
Machine Learning Data Scientist Interview Questions
123 machine learning data scientist interview questions shared by candidates
Specific machine learning questions relevant to their line of business.
SQL: Difference: Delete truncate Python OOPs for scripting assumption of LR Explain KNN Explain Kmeans Explain Deep learning Explain Random Forest Explain Timeseries LLM, GenAI, NLP When do you say the data is normally distributed Normalisation Pearson Coefficient = pearson correlation range
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?
2 Programming questions with an extra question at the end asking if given the time what would I do differently.
Motivação para trabalho na área
Machine learning take home challenge
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