What is the common perception of visualization?
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What is cluster sampling?
What is nosql? Name some examples of nosql databases.
Explain the difference between a validation set and a test set?
What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?
How do data management procedures like missing data handling make selection bias worse?
What is churn?
Name some kinds of graphs and explain how you would build them in python or r.
What is a/b testing in data science?
What are applications of ggplot2?
What is missing value imputation?
what is prior probability and likelihood?
What is meant by lattice graphs?
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