The questions were related to computer vision
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
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?
Questions on my project of speech emotion recognition. The interviewer was mostly interested in how i would scale this model for real world application.
what is dropout and overfitting? how can we solve?
Each interviewer asked 2 LP questions.
Viewing 1051 - 1060 interview questions
See Interview Questions for Similar Jobs
Deep Learning ScientistMl EngineerData Scientist NlpSenior Machine Learning ScientistDeep Learning Data ScientistApplied Research ScientistNlp Data ScientistAi Machine Learning EngineerDeep Learning Research EngineerApplied ResearchJr Data ScientistArtificial Intelligence ScientistData Scientist TraineeDeep Learning / Machine Learning ResearcherJunior Machine Learning EngineerApplied Machine Learning EngineerSenior Machine Learning EngineerMachine Learning Researcher