What is meant by Poisson regression?
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How do you treat multicollinearity and heteroscedasticity in regression?
Do we have different selection biases, if yes, what are they?
What is logistic and linear regression? Name some packages in r and python for building regression models.
What is the difference between bayesian estimate and maximum likelihood estimation (mle)?
What is the goal of A/B Testing?
Can you explain supervised learning?
What is an api? What are apis used for?
How can you reduce bias in a given data set?
Can you explain cross-validation?
Explain the term binomial probability formula?
Differentiate between supervised and unsupervised learning?
Can you explain data munging or data wrangling?
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