What is an api? What are apis used for?
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What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What is selection bias?
How will you prove that the square root of 2 is irrational?
What are the various steps involved in an analytics project?
What do you understand by Ordinary Least Squares Linear Regression?
Explain the difference between bayesian estimate and maximum likelihood estimation (mle)?
Can you cite some examples where a false negative important than a false positive?
How will you define the number of clusters in a clustering algorithm?
Which one you prefer R or Python for text analytics?
How do you check for data quality?
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 is the purpose of a/b testing?
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