State the difference between a validation set and a test set?
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What is missing value imputation? How do you handle missing values in python or r?
What is market basket analysis? How would you do it in r and python?
A disc is spinning on a spindle and you don't know the direction in which way the disc is spinning. You are provided with a set of pins.How will you use the pins to describe in which way the disc is spinning?
What is the definition of the unit test?
What is meant by logistic regression?
Is it possible to capture the correlation between continuous and categorical variable?
From a long sorted list and a short 4 element sorted list, which algorithm will you use to search the long sorted list for 4 elements.
What do you understand by bias, variance trade-off?
What do you understand by l1 and l2 regularization methods?
Define linear regression?
Define naive bayes?
What is the difference between a cluster and systematic sampling?
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