How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
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What is nosql? Name some examples of nosql databases.
Please explain eigenvectors and eigenvalues?
Why is it mandatory to clean a data set?
Explain how to merge the files into a single dataframe?
What is meant by supervised and unsupervised learning in data?
What skills are required for data analytics roles?
What are the important skills to have in python with regard to data analysis?
Explain the goal of a/b testing?
Name some kinds of graphs and explain how you would build them in python or r.
What is advantage of using apply family of functions in r? How do you use lambda in python?
Can you use machine learning for time series analysis?
What is the central limit theorem and why is it important?
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