What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
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Can you define convex hull?
What is meant by selection bias?
What are the types of business decisions?
What do you understand by the selection bias?
Name commonly used algorithms.
Can you explain interpolation and extrapolation?
Which package is used to do data import in r and python?
How can outlier values be treated?
Can you explain data preparation?
List out the libraries in python used for data analysis and scientific computations?
Do gradient descent methods always converge to the same point?
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.
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