Can you define linear regression?
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How is true positive rate and recall related?
Can you define data reduction?
When do you need to update the algorithm in data science?
Explain data cleansing?
Explain the importance of 80/20 rule in model validation?
Why we need ggplot?
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?
How do you build a custom function in python or r?
What is the best programming language to use in data science?
A box has 12 red cards and 12 black cards. Another box has 24 red cards and 24 black cards. You want to draw two cards at random from one of the two boxes, which box has a higher probability of getting cards of same colour and why?
A certain couple tells you that they have two children, at least one of whom is a girl. What is the probability that they have two girls?
What is the difference between cluster and systematic sampling?
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