How do you treat outlier data?
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What is data science? Also, list the differences between supervised and unsupervised learning.
What is the difference between “long” and “wide” format data?
What do you understand by Ordinary Least Squares Linear Regression?
Which method in pandas.tools.plotting is used to create scatter plot matrix?
Explain the difference between an analyst and a data scientist?
What is meant by lattice?
What is meant by sampling? Explain some sampling methods that you know?
How to check the frequency distribution of a categorical variable?
List the variants of backpropagation?
Define convex hull?
Can you explain interpolation and extrapolation?
Suppose that American Express has 1 million card members along with their transaction details. They also have 10,000 restaurants and 1000 food coupons. Suggest a method which can be used to pass the food coupons to users given that some users have already received the food coupons so far.
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