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Machine Learning Interview Questions
8,210 machine learning interview questions shared by candidates
use a bias coin to simulate a die
- Asked some basic ML questions like what is bias and variance - How do you train a NN network
Was mostly with Pandas and distributed computing
Implement convolution operation from scratch in python
How to highlight hotel deals? (on-the-spot) Building payment fraud detection model (take-home)
The interviewer asked me about my project in GANs and a brief about GAN architecture and its theory and then proceeded to ask about the working of Random Forest? How the classification at each node is made?
Why do we choose kernel size of 3 for convolution ?
A design question on hotel pricing
You are an engineer working on search. There has been an incident on social media: users are upset that photo results for certain queries have poor gender diversity, eg. “bodybuilder” shows mostly male bodybuilders. More and more users are posting new queries where results lack gender diversity. This is occurring because our content library is skewed: for each female bodybuilder image we have, we might have 50 male bodybuilders. Another team are manually elevating certain results for certain queries, but this is a manual process, and will not scale well. You have been asked to ship a more general mitigation for this problem by end of day. What would you do?
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