Explain the term binomial probability formula?
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Why is data cleaning essential in data science?
Explain how to merge the files into a single dataframe?
You are creating a report for user content uploads every month and observe a sudden increase in the number of upload for the month of November. The increase in uploads is particularly in image uploads. What do you think will be the cause for this and how will you test this sudden spike?
How will you deal with unbalanced data where the ratio of negative and positive is huge?
How would you create a taxonomy to identify key customer trends in unstructured data?
What is the difference between an analyst and a data scientist?
Explain OLS in brief?
What assumptions does linear regression machine learning algorithm make?
What is selection bias?
why do you need to perform resampling?
What would you add to Facebook and how would you pitch it and measure its success?
Explain the difference between a test set and a validation set?
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