What is meant by feature vectors?
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Who can be scientific data there are three general steps to becoming a data scientist?
What is a z test, chi square test, f test and t test?
How will you fix multi-colinearity in a regression model?
What is data science? How would you say it is similar or different to business analytics and business intelligence?
What is cart and chaid? How is bagging different from boosting?
A building has 100 floors. Given 2 identical eggs, how can you use them to find the threshold floor? The egg will break from any particular floor above floor N, including floor N itself.
Define naive bayes?
Define linear regression?
What is the difference between data science, machine learning and artificial intelligence?
Discuss decision tree algorithm?
Name some kinds of graphs and explain how you would build them in python or r.
Implement a sorting algorithm for a numerical dataset in Python.
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