Machine Learning, Gen AI and basic Python questions
Lead Data Scientist Interview Questions
409 lead data scientist interview questions shared by candidates
- Why would you like to apply for the role?
System design questions (e.g. how would you design a particular data pipeline)
four types of matrix multiplication difference between linear transformation and matrix multiplication why minimize cross entropy and not square of error why iterative gradient decent and not closed form solutions for neural networks why ensemble solutions are robust what are auto regressive processes why solution of linear program is on edges how to optimize a function that is not analytical how tensor-flow compute gradients efficiently
Python-related standard Questions like Data Structures, decorators, etc
Expected salary and notice period.
How do you handle imbalanced datasets?
Hoe heb je klantimpact opgeleverd door middel van data & AI? Wat wil je nog leren?
If you developed a machine learning algorithm that predicted the number of daily customers a restaurant would receive, how would you adapt it to the COVID crisis?
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