What do you understand by linear regression and logistic regression?
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What is missing value imputation?
What is collaborative filtering?
Why data cleaning plays a vital role in analysis?
What would you add to Facebook and how would you pitch it and measure its success?
What will you do if removing missing values from a dataset cause bias?
What makes scientific data?
What is the importance of selection bias?
What are an eigenvalue and eigenvector?
What is an outlier?
How make you 3d plots/visualizations using numpy/scipy?
What do you understand by term hash table collisions?
Please explain gradient descent?