What is representation learning and why is it important?
Machine Learning Researcher Interview Questions
1,816 machine learning researcher interview questions shared by candidates
basic ML questions about sampling, feature engineering, data transformations, etc
Q: Are you human? (There was nothing technical or substantive to speak of.)
Q: how end to end classification in CNN works? Q: how weights n biases gets updated? Q: what causes vanishing gradient and how can it be avoided? Q: What are the ways to avoid overfitting, causes of overfitting and its consequesnces.
Ridiculously long technical challenge, do not expect any follow up from them. My guess is that they are trying to get others to solve the problem for them for free under the pretext of an interview.
Technical Stuff that is related in the job
Write a convolution function from scratch
How would you setup a perfect team environment?
How would you design a recommender system in Dailymotion ? How you deal with project delivery and short deadline ?
ML Basics, DL basics, Computer Vision projects
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