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Machine Learning Interview Questions
8,195 machine learning interview questions shared by candidates
What's the difference between discriminative and generative machine learning?
optimization techniques (SMO, sgd, newton), momentum, saddle point good for sgd? , svm c change, conv or fcn layer has more memory ?
Q: Implement a function to check if a binary tree is balanced. Q: How would you evaluate the performance of a recommendation system, like the ones used on Amazon?
Behavioral questions during the online assessment.
LeetCode questions are at the easy/medium level. System design is a regular task about designing ML algorithms
Two leetcode questions (check description)
The interview questions were some behavioral ones, then some fundamental questions about machine learning concepts and definition of different algorithms, how to select one method over another one considering the data. The next phase was coding interview with two questions, some tricky questions also asked.
Text methods (latent, etc), he asked if I knew anything about these.
Describe an example where you had multiple alternatives to choose from for tools/approaches for a project. How did you go forward?
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