Basic machine learning questions, two coding puzzles, lots of behavioral questions.
Applied Scientist Interview Questions
1,159 applied scientist interview questions shared by candidates
Basic coding with follow up questions.
How to find a intersection of a line and a triangle in 3D space
what is the most the challenge project and how do you finish that
Describe Logistic Regression, how it works in a specific use case described (vategorical features encoding, dimensionality reduction, feature selection). Optimization of the model: minimize - log likelihood (cross entropy), how it works (gd).
GMM model
What is the difference between l1/l2 regularization.
What are the approaches to avoid overfitting in CNN?
What is the difference between parametric and non-parametric models
Describe a time you had to overcome a challenge. Rapid-fire q & a of machine learning algorithms and concepts.
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