1. HackerRank on basic computer science questions and 1 SQL question. 2. Take-home assessment (Loan Risk Assessment)
Data Scientist Intern Interview Questions
936 data scientist intern interview questions shared by candidates
Walk me through a data science project you have worked on.
Are you based in Zurich?
How do you learn best? What's your experience explaining technical concepts to non-technical audiences?
How do you measure the performance of your model after deploying?
What is the correct order of a typical ci cd pipeline
How do you handle feedback
*present yourself * Talk about your data science projects. And then they dig deeper asking about the ifferent details of how you went about doing different things ( For my specific case: how you handled your imbalanced dataset? how did you choose the right CNN architecture for your computer vision task? ...) * What is word2vec / tfidf / ... ? (it was an NLP position) * Do you have experience with cloud tools like AWS GCP .. ? .... No technical test.
Some basic knowledge about Machine learning.
What are the assumptions of linear regression and what happens if they are violated?
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