Describe model training life cycle. What tools would you use for model monitoring and testing. Questions about MLOps with Azure mainly.
Machine Learning Research Interview Questions
1,816 machine learning research interview questions shared by candidates
Lots of questions around fraud detection.
What's your favourite web product and why?
I was given a probelm to solve leecode style. then
The questions were about machine learning algorithms
How to identify good hotel deals?
There were 2 business cases related to their basic problems like hotel recommendation. You need to start describing the solution, taking into account the lack of users at the beginning, and how the solution will be improved in the future.
What is the difference between supervised and unsupervised learning? What is overfitting, and how can you prevent it? What is the purpose of splitting a dataset into training, validation, and test sets? How do you evaluate a classification model? Name some common metrics.
Tell me about one of your latest projects.
Implement a map, include put, get, delete methods
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