Differentiate between supervised and unsupervised learning?
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What are the various types of selection bias?
What skills do you need to be a data analyst?
what is bias?
How is data modeling different from database design?
Explain the differences between bivariate and multivariate analysis?
What are Principal components?
What is market basket analysis?
How do you treat colinearity?
What is association analysis? Where is it used?
Why do you need a for loop?
Explain the decision tree algorithm, and how is it different from the random forest algorithm?
What is missing value imputation? How do you handle missing values in python or r?
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