Describe a time when your colleague has confronted you about work. Which is the best technical project you have worked upon?
Applied Scientist Interview Questions
1,159 applied scientist interview questions shared by candidates
I was asked some basic ML questions and a coding question (easy on Leetcode).
ML questions, Computer Vision Questions, Coding focus on Data Structures with thoughts on dynamic programming.
The questions were related to computer vision
Round1: Mostly my project experience and research. VO: two coding, two machine learning expertise, one system design
Implement the Heap Sort function
How would design a system for xxx (e.g. ASR, dialogue, object recognition) from scratch ?
The first interviewer spend maximum time on random forest algorithm and went into great detail. from bagging and boosting to gradient boosting techniques. He also spent quite some time with multiple linear regression problems. In the end there was one algorithm question. The second interviewer asked about classification for imbalanced data sets and response rate of models. In the end there were few SQL questions. Both interviewers were super helpful and walked through their questions. From my experience i think they really want the candidate to succeed.
How do you find the parameters in logistic regression.
- What is the motivation to apply for this position? - What is the most difficult point in your research?
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