What are outlier values?
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Explain the differences between univariate, bivariate and multivariate analysis?
What do you understand by l1 and l2 regularization methods?
What are data science and analytic?
What is a data science job?
What is the degree of freedom for lasso?
How will you check if an element 25 is present in a vector?
A certain couple tells you that they have two children, at least one of which is a girl. What is the probability that they have two girls?
Discuss decision tree algorithm?
Explain the difference between a test set and a validation set?
What are the major skills data scientist need?
For linear regression, what are some of the assumptions a data scientist is most likely to make?
What is nosql? Name some examples of nosql databases. What is a key value store? What is column storage? What is a document database?
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