Nothing that difficult.
Machine Learning Internship Interview Questions
8,221 machine learning internship interview questions shared by candidates
What is overfitting and underfitting in regression? How to deal with it?
In a classification problem, if the classes are biased, what should you do?
Go through with your resume.
Some commonly seen Leetcode problems, like dynamic programming and two pointers. No job-specific questions at that time
What is regularization? L1 or L2 regularization? What is PCA?
Coding question: Write a multihead attention class. Follow-up questions: what to do to make the input and output dimensions of the tensor different, explaining the code.
Can you explain your approach to solve a complex problem?
Some questions about optimization techniques, e.g. convergence of gradient descent/Newton's method, how would you find a global optimum with an iterative technique.
Questions on resume projects, mostly on deep learning and probabilistic graphical models - variational auto encoders, back propagation.
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