Explain the benefits of using statistics by data scientists
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How is random forests different from decision trees?
Can you write the formula to calculate r-square?
What do you understand by the term data science?
Explain survivorship bias?
What is meant by lattice?
How will you handle missing data ?
Explain the structure of artificial neural networks?
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
Explain reinforcement learning.
What is the difference between data science, machine learning and artificial intelligence?
How do you treat multicollinearity and heteroscedasticity in regression?
Explain types of clustering algorithm?
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