How can the outlier values be treated?
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What are the drawbacks of the linear model?
What is the central limit theorem and why is it important?
What are limitations of DBSCAN?
What is churn? How would it help predict and control churn for a customer?
What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?
When underfitting occurs in a static model?
What is meant by sampling? Explain some sampling methods that you know?
What prior knowledge is required to become data scientist?
Write the code to sort an array in numpy by the nth column?
Explain the decision tree algorithm, and how is it different from the random forest algorithm?
Explain systematic sampling?
What are the various steps involved in an analytics project?
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