Can you cite some examples where a false negative important than a false positive?
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How is random forests different from decision trees?
What is the degree of freedom for lasso?
What is the differences between univariate, bivariate and multivariate analysis?
What is association analysis? Where is it used?
What do you understand by linear regression and logistic regression?
How do you treat multicollinearity and heteroscedasticity in regression?
Please explain the goal of a/b testing.
How can the outlier values be treated?
A test has a true positive rate of 100% and a 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?
Explain each data visualization in detail?
Which one you prefer R or Python for text analytics?
Differentiate between supervised and unsupervised learning?