Why do you fit this role How do you view yourself in 2 years What is your salary expectation What is your biggest achievement in your research Why industry instead of academy Do you have working permit to work in England Given an image with tissue and fibre, answer some questions Have you read our paper What do you know about our company
Relate linear programming with calculus.
Neural Network fundamentals like: Backpropogation
1. introduction 2. pick 2 projects to explain 3. why need to normalize input 4. batch norm 5. how pooling do the back prop 6. how to calculate auc, roc curve 7. auc and acc 8. flops calculation 9. quick sort (bug free)
Tell me about a project that you have done
Phone round: DFS On-site: Array-based questions, In-depth details of ML and DL algorithms
Write a directed graph class with add/remove nodes and edges. Implement Topological sort with cycle detection.
1. Return the unpaired string 2. Print the order of a tree according to the column index
Coding challenge and behavioral questions
You have a set of music files and you like to classify them to genres. what do you do?
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