What do you understand by parametric and non-parametric methods? Explain with examples.
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How can the outlier values be treated?
Explain p-value?
Define feature vector?
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?
Which is the standard data missing marker used in pandas?
Can you define a/b testing?
What is the definition of the unit test?
How do you treat outlier data?
Describe the data analysis process.
Explain the benefits of using statistics by data scientists
What are recommender systems?
Who can be scientific data there are three general steps to becoming a data scientist?
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