Define data reduction?
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What motivates you to transition from academia to data science?
What is data science? How would you say it is similar or different to business analytics and business intelligence?
Does the data scientist need to know programming?
What is a C ++ iterator?
Have you used sampling? What are the various types of sampling have you worked with?
What are applications of ggplot2?
How is bagging different from boosting?
What is meant by feature vectors?
Can you explain cross-validation?
How would you create a taxonomy to identify key customer trends in unstructured data?
Which technique will you use to compare the performance of two back-end engines that generate automatic friend recommendations on Facebook?
What would you do to summarize a Twitter feed?
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