How is a normal distribution different from chi square distribution?
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What is a univariate analysis?
Discuss decision tree algorithm?
How can you reduce bias in a given data set?
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
How is data science different from data analytics?
Explain the differences between bivariate and multivariate analysis?
What is cluster sampling?
Which plot will you use to access the uncertainty of a statistic?
Can you explain collaborative filtering?
How would you say data science is similar or different to business analytics and business intelligence?
What is logistic regression in data science?
Explain the difference between a test set and a validation set?
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