State some use cases where Hadoop MapReduce works well and where it does not.
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How do you use sql in sas, python, r languages?
What are the types of business decisions?
What do you mean by p-value?
Explain the difference between a test set and a validation set?
What is a linear regression?
How is true positive rate and recall related? Write the equation.
Please explain the role of data cleaning in data analysis.
You have two tables-the first table has data about the users and their friends, the second table has data about the users and the pages they have liked. Write an SQL query to make recommendations using pages that your friends liked. The query result should not recommend the pages that have already been liked by a user.
How will you define the number of clusters in a clustering algorithm?
Compare sas, r, python, perl?
What are the drawbacks of the linear model?
Name commonly used algorithms.
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