(1) Asked about the projects listed in my resume. (2) Describe curse of dimensionality with an example (3) What is bias-variance tradeoff? (4) Have you used transfer learning to solve a problem in image classification
Data Science Interview Questions
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How to use pandas for EDA.
the assumptions for linear regression and what you need to do to convert the neural network to a linear regression
Name a time you worked on a project that aimed to solve a larger problem at hand. (1st-round interview question)
Walk me through 2D Convolutional Neural Networks
tell us about your major: what topics, skills, functions, or teachings learned in your program do you exceed in or find the most interesting
Tell me about your background.
Describe a time you were in a conflict and how did you handle it?
During the interview, the interviewer explained their project workflow for the next six months and asked me how I would approach this task.
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