Depends on the team, machine learning, oop, data structure
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,252 machine learning interview questions shared by candidates
Coding test included how to split up rows of a table / dataframe across multiple processes and shuffling the data. High level code was ok, didn't have to be completely detailed. Another coding test was finding maximum depth of a binary tree.
What is the difference between ReLu and Sigmoid?
In the first round, one hard question from leetcode. In the second round, one easy and one medium question.
Given a tree, write a function to return the sum of the max-sum path which goes through the root node.
open ended machine learning problem
given a binary image, count the number of 4-directional connected components.
Why did you apply for this position? What do you know about SVM?
What is the loss function of autoencoder
What positions do you look for when applying and how does our job posting match that?
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