My experience with production level ML systems at scale.
Data Science Manager Interview Questions
331 data science manager interview questions shared by candidates
design a ranking system for job search
What if data scientist tells you it will take him 2 months to build a model. How would you optimize it? How do you gather data for training?
Tell me about yourself and about the project you did
Why do you want to join our company?
Imagine that your client owns a chain of coffee shops. What kind of data would you require from them in only to help them increase their revenue? What kind of machine learning models would you consider? How would you explain to them the value that you can deliver?
Explain a situation where you had to correct or adjust for a team failure
i want to suggest a campaign program how will you approach to provide a data driven idea.
Q: [Technical] Describe what is a loss function. Null values replacement methods. Define p-value and its downsides. Q: [Management] What would you consider yourself excellent at doing? Tell me about a challenge you faced managing consultants.
General behavioral and background Q's
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