Differentiate between univariate, bivariate and multivariate analysis?
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Why L1 regularizations causes parameter sparsity whereas L2 regularization does not?
Do gradient descent methods always converge to same point?
Define linear regression?
Name some kinds of graphs and explain how you would build them in python or r.
What would you do to summarize a Twitter feed?
Can you write the formula to calculate r-square?
What is difference between sas, r and python programming?
In a given day, how many birthday posts occur on Facebook?
What are the various types of selection bias?
Differentiate between regression and classification algorithms?
How can you select k for k-means?
What is data science? How would you say it is similar or different to business analytics and business intelligence?