Happy number question (well known question, google it), and implementation in an unfamiliar language.
Junior Machine Learning Engineer Interview Questions
6,611 junior machine learning engineer interview questions shared by candidates
Mainly about the position itself
classification NLP home-task: classify user intents based on chat messages in banking app. Then, technical interview with accent on metrics, how this solution could be applied in real system and how communicate results to products.
Describe a time when you disagreed with a stakeholder.
Take us through a project you've worked on.
Derive the solution to least squares.
Basics on your past experience
How to build a spaceship
Phone: Decode string, e.g. input “3[a2[c]]” output “accaccacc” What if the string is a stream that is not able to fit into the memory? Onsite: LRU Cache Implement KNN, bias variance tradeoff, why curse of dimensionality, discussion of convergence of sgd (or gd), why cross validation Min height tree
Simulate the movement of a bike that can accelerate and steer.
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