What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?
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What is the importance of data cleaning in analysis?
Have you used sampling? What are the various types of sampling have you worked with?
What is meant by R statistics?
Why is DBSCAN required?
Explain data munging?
How can you solve a problem that has no solution?
Do we have different selection biases, if yes, what are they?
Define some key performance indicators for the product
What do you understand by ensemble learning?
What is meant by lattice graphs?
What is market basket analysis? How would you do it in r and python?
On rolling a dice if you get $1 per dot on the upturned face,what are your expected earnings from rolling a dice?
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