What do you understand by parametric and non-parametric methods? Explain with examples.
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Could you explain how to define the number of clusters in a clustering algorithm?
Which is the standard data missing marker used in pandas?
How can the outlier values be treated?
Can you compare the validation set with the test set?
Which language is best for data science?
How will you fix multi-colinearity in a regression model?
What is the procedure to check the cumulative frequency distribution of any categorical variable?
Explain the term "data warehouse".
What is the law of large numbers?
A box has 12 red cards and 12 black cards. Another box has 24 red cards and 24 black cards. You want to draw two cards at random from one of the two boxes, which box has a higher probability of getting cards of same colour and why?
What will be the output of runif (7)?
What is data science?
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