What is self-attention and how does a transformer work?
Applied Scientist Interview Questions
1,174 applied scientist interview questions shared by candidates
Questions were on EM algorithm, Ensemble techniques, and ML infrastructure pipelines on the technical side. Two Leetcode Medium questions.
List a technical challenge & how you overcame it.
The question asked was a Leetcode deserialize serialize the tree.
OA had one LC easy and medium question Behavioral Questions 1. How should I handover a project? 2. What do I do for conflict resolution? 3. How do i work in uncharted territory?
Modified tree traversal and ml questions
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
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