What is the 80/20 rule? Explain its importance in model validation?
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Please explain the role of data cleaning in data analysis.
Describe univariate, bivariate and multivariate analysis?
Explain the difference between Supervised and Unsupervised Learning through examples.
You are about to get on a plane to Seattle, you want to know whether you have to bring an umbrella or not. You call three of your random friends and as each one of them if it's raining. The probability that your friend is telling the truth is 2/3 and the probability that they are playing a prank on you by lying is 1/3. If all 3 of them tell that it is raining, then what is the probability that it is actually raining in Seattle.
What is a C ++ iterator?
What do you do as a data scientist?
How is bagging different from boosting?
What is the good measure of influence of a Twitter user?
What is linear optimization?
Differentiate between regression and classification algorithms?
Explain root cause analysis?
Name three disadvantages of using a linear model?
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