What do you understand by the selection bias?
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Do gradient descent methods always converge to same point?
What do you understand by the job description of data scientist?
Explain auto-encoder
What is meant by logistic regression?
What are the types of business decisions?
What prior subject is required to become a data analyst?
What is Survival Analysis?
How is true positive rate and recall related? Write the equation.
What are the various classification algorithms?
Explain the importance of 80/20 rule in model validation?
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 are outlier values and how do you treat them?