Testing fundamental understanding of ML and statistics
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
Coding, tree and graph related algorithms.
I only remember "binary search on zipped tree".
Probabilistic interpretation of MLE based loss
Prove binary cross entropy is a convex loss function mathematically
Design a RAG system that can generate slides based on user's prompt
Explain in DPO in depth
Design chatbot for advertisement org
Describe how you would compute the Fibonacci number and its time + space complexity.
First Round: resume, past project and questions like why Microsoft and favorite ML area .
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