Modified tree traversal and ml questions
Applied Scientist Interview Questions
1,159 applied scientist interview questions shared by candidates
what is regularization? Different types? Merge 2 arrays to create a sorted list
Maximum sum in nodes of tree, maximum length of valid parentheses substring
Major questions were related to my project which was computer vision/DL based. 1. What are the difficulties I faced in my project and how I counteracted it? 2. Explain U-Net and what novel thing it offers? 3. Explain regularization and it's different types? 4. How KL divergence loss is different from cross entropy loss?
In the DSA I was asked to coding questions and 4-5 questions on implementation of some data structures The ML round involved discussion on projects mentioned in resume and required in depth knowledge of the key concepts
Bar‑Raiser: A lot of examples for the leadership principles. Breadth: ML concepts Depth: Statistics, which was not expected Coding; ML + LC code Application: group-related problem
can you give me an example of self learning.
- Technical questions on Transformer architectures and their asymptotic complexity - Behavioral questions (e.g. "describe a time you had to innovate") - Algorithmic questions (leetcode level easy-medium)
NLP, ML fundamentals, model deployment, etc.
Research experience about RL and LLM
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