How would you build a machine learning model for insurance underwriting?
Ml Engineer Interview Questions
2,760 ml engineer interview questions shared by candidates
How would you optimize a RAG system that is currently returning noise, which increases context entropy and causes attention decay in the token sequence?
technical ones: Convolution layer and difference with a standard nn layer. coding: object oriented python question
Tech round 1 (system design) Design AD ranking system given 10 million users How to manage when number of ads increase Tech round 2 (ML round) Question on dataset with 5 million rows 30 categorical columns 100 columns of numerical data in various range Missing data Targets - category, probability Design models for both the target How to clean the data Tech round 3 (Bar raiser) Discussion about previous experience Coding round: 2nd largest element in a sequence - O(n) complexity solution
Can you describe how you used large language models (LLMs) in your work? What types of neural networks have you worked with (e.g., CNN, RNN, GAN)?
Basic ML questions in round 1
Explain the difference between supervised and unsupervised learning. How do you handle imbalanced datasets? Can you explain the concept of overfitting and how to prevent it?
My academic and work experience, how I would've tackled an ML based issue What was my favourite ML model
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