A customer dataset, to clean and prepare, then develop a model in order to predict if a customer will buy or not.
Machine Learning Data Scientist Interview Questions
467 machine learning data scientist interview questions shared by candidates
General C++ questions: exceptions in constructors / stack unwinding, step-by-step creation of objects (order of constructors & members initialization), virtual inheritance. Specific question - can you use 'auto_ptr' in vectors?
tell me about yourself. Telecom background.
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
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)
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
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