How is data modeling different from database design?
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How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
You have 2 dices. What is the probability of getting at least one 4? Also find out the probability of getting at least one 4 if you have n dices.
What is advantage of using apply family of functions in r?
Explain box cox transformation?
What is term Pearson’s Correlation Coefficient?
What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?
What are the differences between data science, machine learning, and artificial intelligence?
Define the term deep learning?
Explain the differences between univariate and multivariate analysis?
What data structures are available in the Pandas package in Python programming language?
What is the central limit theorem? How is a normal distribution different from chi square distribution?
What will be your expected earnings with the two roll strategy?
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