What is logistic and linear regression? Name some packages in r and python for building regression models.
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What is the difference between cluster and systematic sampling?
Can you cite some examples where a false positive is important than a false negative?
What is meant by lattice graphs?
A jar has 1000 coins, of which 999 are fair and 1 is double headed. Pick a coin at random, and toss it 10 times. Given that you see 10 heads, what is the probability that the next toss of that coin is also a head?
How would churn help predict and control churn for a customer?
Can you provide examples for other computations in spark?
What is an rdbms? Name some examples for rdbms? What is crud?
Can you explain cross-validation?
How can you select k for k-means?
What is a recall?
What is market basket analysis? How would you do it in r and python?
What tools or devices help you succeed in your role as a data scientist?
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