What is the law of large numbers?
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Can you cite some examples where both false positive and false negatives are equally important?
How can you decide if one algorithm is better than the other?
Explain the importance of 80/20 rule in model validation?
What jupyter used?
Can you explain interpolation and extrapolation?
What will be the output of runif (7)?
Which package is used to do data import in r and python? How do you do data import in sas?
What is market basket analysis? How would you do it in r and python?
Explain data preparation?
Explain the differences between univariate, bivariate and multivariate analysis?
Discuss artificial neural networks
You are given a training dataset of users that contain their demographic details, the pages on Facebook they have liked so far and results of psychology test based on their personality i.e. their openness to like FB pages or not. How will you predict the age, gender and other demographics of unseen data?
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