What is an outlier? How do you treat outlier data?
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What do you understand by confusion matrix?
Can you define data discretization?
How will you overcome overfitting in predictive models?
What is advantage of using apply family of functions in r? How do you use lambda in python?
Explain unsupervised learning?
What is the purpose of a/b testing?
How can you compute an inverse matrix faster by playing with some computation tricks?
What is the differences between univariate, bivariate and multivariate analysis?
Advantages of tableau prep?
What do you understand by parametric and non-parametric methods? Explain with examples.
What do you understand by the term data science?
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?
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