In the 1st round I was given a standard stack based question. The question was to find the next rgeatest element in an array along with one other question. In the 2nd round, I was asked about random forest classifiers and RNNs.
Applied Scientist Interview Questions
1,182 applied scientist interview questions shared by candidates
Describe a time when you face a difficult situation.
a question about overlapping intervals and union
Talk about using Kendall tau and how does it lead to identification of distribution change.
Many Machine Learning related questions and a code exercise of sorting elements in a string and counting most frequent tokens.
Describe bias variance tradeoff? How would you handle an imbalanced dataset?
Statistics, Coding, and Data Science
ask for the computer vision algorithms like ResNet block, how FRCN works, and how yolo works, and what is their difference, after then we did a quick leetcode test (rotate the 2D matrix 90 degrees).
ML: 1. how do you deal with overfitting. 2. special token. 3. the components of transformers 4. attention mechanism 5. complexity of transformers 6. what is boosting 7. what is a p value
Q: L S T M structure
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