Can you define data reduction?
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Do you prefer python or r for text analytics?
Explain auto-encoder
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?
What would you do to summarize a Twitter feed?
Explain eigenvalue and eigenvector
Treating a categorical variable as a continuous variable would result in a better predictive model?
How can you decide if one algorithm is better than the other?
why do you need to perform resampling?
Can you define power analysis?
What is the definition of the unit test?
Can you define linear regression?
What is churn? How would it help predict and control churn for a customer?
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