Very similiar to YouTube videos on the interview process.
Internship Data Scientist Interview Questions
54,396 internship data scientist interview questions shared by candidates
mapping users' high school
How would you improve the product?
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Example question: What type of data storage was used by the data pipeline of your last project X, and why?
Coding: one leetcode medium around string, parenthesis, backtracking, etc. ML: different supervised algorithms, pros, cons, comparison. Advanced deep learning, time series models, differences between traditional ML. Latest architectures like BERT, etc.
shell command two write ngram Python recursive function to convert JSON file into dict R function to find Peaks
Range of questions walking one through a real-world scenario where ML would apply in Coursera.
How long have you been using python? What is the last ML model you've built and what did you learn?
How transformer works in NLP?
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