What is term Pearson’s Correlation Coefficient?
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Which language is best for data science?
What is root Linear Regression analysis?
What cross validation technique would you use on time series data set? Is it k-fold or loocv?
If you had to choose between the programming languages r and python, which one would you use for text analytics?
What is a z test, chi square test, f test and t test?
What is a recommender system?
Name the packages that are based on density based on the algorithm?
Which technique will you use to compare the performance of two back-end engines that generate automatic friend recommendations on Facebook?
How and by what methods data visualizations can be effectively used?
What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?
Describe the data analysis process.
Explain the decision tree algorithm, and how is it different from the random forest algorithm?
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