What are my strengths and weaknesses?
Data Interview Questions
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Interview 1: 1) Algorithms Question -- How would you solve this array problem? Can you do it in O(n) time? Then write the code 2) Do you have any questions? Interview 2: Talk about your experiences--particularly in data science or machine learning
How would you design a recommendation system (like amazon)?
A parting of n is a list P=(a1,a2,a3,....) such that a1<=a2<=a3.... and n=a1+a2+a3+... For example for n=5 the partings are: (1,1,1,1,1), (1,1,1,2),(1,1,3),(1,2,2),(1,4),(2,3),(5) Define X(P) as the number of 1s in a parting and Y(P) as the number of different numbers, for example X(1,1,1,2)=3 and Y(1,1,1,2)=2. For a certain n, show that the sum of all X(P) is equal to the sum of all Y(P), for example for n=5 both are equal to 12
I have a strong intuition of knowing what needs to be done, but not always
How would you investigate a drop in user engagement
Give me a list of drivers with a day on day decrease in completed rides, i.e drivers whose total number of completed rides ytd is less than the number of completed rides the day before
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how much have experinece in spark?
The interviewer will go through a data project and ask you question later
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