Differentiate between univariate, bivariate and multivariate analysis?
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Can you explain data cleansing?
How will you design the heatmap for Uber drivers to provide recommendation on where to wait for passengers? How would you approach this?
Have you used sampling? What are the various types of sampling have you worked with?
In any 15-minute interval, there is a 20% probability that you will see at least one shooting star. What is the probability that you see at least one shooting star in the period of an hour?
Print the elements of a matrix in zig-zag manner.
What is cart and chaid? How is bagging different from boosting?
Why is data cleaning essential in data science?
How would you say data science is similar or different to business analytics and business intelligence?
Define the unit test with PyUnit?
What are the differences between data science, machine learning, and artificial intelligence?
What is a z test?
What is data science with example?
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