What is cross-validation?
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What are the principal components?
What prior knowledge is required to become data scientist?
What do you understand by l1 and l2 regularization methods?
Which methods are defined for a class of iterators?
How can you measure engagement with given Twitter data?
Can you define linear regression?
Please explain eigenvectors and eigenvalues?
What is the difference between cluster and systematic sampling?
Define a/b testing?
What are the roles and responsibilities of a data scientist?
What do you understand by parametric and non-parametric methods? Explain with examples.
State some use cases where Hadoop MapReduce works well and where it does not.
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