How long should a pip last?
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Explain the difference between an analyst and a data scientist?
What are disadvantages of bootstrap development?
A stranger uses a search engine to find something and you do not know anything about the person. How will you design an algorithm to determine what the stranger is looking for just after he/she types few characters in the search box?
How will you decide which version (Version 1 or Version 2) of the Surge Pricing Algorithms is working better for Uber ?
Given 2 vectors, how will you generate a sorted vector?
while working on a data set, how can you select important variables? Explain
What is an outlier? How do you treat outlier data?
How do you treat multicollinearity and heteroscedasticity in regression?
What is the salary for a data scientist?
Explain eigenvalue and eigenvector
Explain principal components analysis with equations.
Do we have different selection biases, if yes, what are they?
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