Explain difference between binomial and Poisson distribution?
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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 Survival Analysis?
Suppose that American Express has 1 million card members along with their transaction details. They also have 10,000 restaurants and 1000 food coupons. Suggest a method which can be used to pass the food coupons to users given that some users have already received the food coupons so far.
Explain about string parsing in R language
What are the drawbacks of the linear model?
A test has a true positive rate of 100% and false positive rate of 5%. There is a population with a 1/1000 rate of having the condition the test identifies. Considering a positive test, what is the probability of having that condition?
What are numpy, scipy, and spark essential datatypes?
What cross validation technique would you use on time series data set? Is it k-fold or loocv?
Can you define convex hull?
What is meant by Random Forest Classifier?
What is cross-validation?
what is json and what is xml?
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