What is an example of a non-linear model. etc.
Applied Scientist Interview Questions
1,159 applied scientist interview questions shared by candidates
Find the longest palindrome in a string. Write a function to merge k number of sorted lists. How would you design Amazon's recommender system (from an algorithms stand point, not a technical one).
NDA
Basic machine learning questions, two coding puzzles, lots of behavioral questions.
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.
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