Explain the decision tree algorithm?
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How can you generate a random number between 1 – 7 with only a die?
What are the various types of selection bias?
Explain data cleansing?
What is a linear regression in data science?
During analysis, how do you treat missing values?
How would you say data science is similar or different to business analytics and business intelligence?
What makes scientific data?
What do you do as a data scientist?
What is cart and chaid? How is bagging different from boosting?
Differentiate between univariate, bivariate and multivariate analysis?
A test has a true positive rate of 100% and false positive rate of 5%. There is a population with a 1/1000 rate of having the condition the test identifies. Considering a positive test, what is the probability of having that condition?
What is data science with example?
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