first OA -> 1 easy dsa questions first interview round -> 2 easy-medium dsa questions second interview -> focused on machine learning and mainly on mathematics and derivations.
Applied Research Interview Questions
518 applied research interview questions shared by candidates
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?
I was asked more than 50 questions, from basic classifiers (SVM, Decision trees) all the way to Transformers, VAEs, etc. Then, I was asked how would I improve Alexa to generate speech with emotions.
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
Viewing 421 - 430 interview questions