General machine learning knowledge (regression, regularisation, trees etc), some deep learning focused questions & a software engineering question too.
Data Science Associate Interview Questions
10,891 data science associate interview questions shared by candidates
Where do you see yourself in 10 years?
1. How to transfer words from one list to another
Tell me about yourself, why ClearView, why lifescience consulting. There are a few behavior questions such as tell me about a time you solved a conflict, etc.
1. Explain the project End - End, from scratch to Model Building and selection? 2. Explain the Statistical Pre-Processing techniques you used in your project and explain each one of them. 3. Explain Confusion Matrix 4. Explain Type 1 and Type 2 Errors 5. How did you increase the ROI with your model.
Explain how lightgbm works? (Intution)
All cases were market sizing for drugs.
Projects that i did related to data science
Asked pretty standard question on DS and SQL in round-1 and Deep Learning based in the round-2
Explain your resume projects and may ask you a question on pandas or numpy
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