What is selection bias?
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Explain about string parsing in R language
Define the term cross-validation
What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What is the svm algorithm?
How can I become a data scientist?
Could you draw a comparison between overfitting and underfitting?
Can you explain data cleansing?
How will you decide whether a customer will buy a product today or not given the income of the customer, location where the customer lives, profession and gender? Define a machine learning algorithm for this.
Describe univariate, bivariate and multivariate analysis?
What is the goal of the clustering?
What is an example of a data set with a non-gaussian distribution?
What is column storage? What is a document database?
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