MCQ round - they asked about ML concepts like F1, various classifiers, bias and variance, confusion matrix, CNNs, DNNs, RNNs.
Data Science Engineer Interview Questions
10,887 data science engineer interview questions shared by candidates
Come ti vedi fra cinque anni? Che interessi hai nell'ambito DataScience?
General machine learning knowledge (regression, regularisation, trees etc), some deep learning focused questions & a software engineering question too.
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.
Why I wanted to work at Teva? They are known for their generic side, and not really from their research-based side
Explain how lightgbm works? (Intution)
All cases were market sizing for drugs.
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