What are the drawbacks of the linear model?
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How is bagging different from boosting?
What is the science of data in simple words?
Explain the difference between a test set and a validation set?
Can you provide an example of features extraction?
You are at a Casino. You have two dices to play with. You win $10 every time you roll a 5. If you play till you win and then stop, what is the expected pay-out?
What are the types of business decisions?
What do you mean by survival analysis in R?
What do you understand by Ordinary Least Squares Linear Regression?
How to choose the right chart in case of creating a viz?
Create a program in a language of your choice to read a text file with various tweets. The output should be 2 text files-one that contains the list of all unique words among all tweets along with the count for repeated words and the second file should contain the medium number of unique words for all tweets.
How will you deal with unbalanced data where the ratio of negative and positive is huge?
How do data scientists use statistics?
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