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What is churn? How would it help predict and control churn for a customer?
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You are at a Casino. You have two dices to play with. You win $10 every time you roll a 5. If you play till you win and then stop, what is the expected pay-out?
Explain the difference between Supervised and Unsupervised Learning through examples.
What are the drawbacks of the linear model?
what is the difference between extrapolation and interpolation?
Is it possible to perform logistic regression with Microsoft Excel?
Where is association analysis used?
How can you produce co-relations and covariances?
You are about to get on a plane to Seattle, you want to know whether you have to bring an umbrella or not. You call three of your random friends and as each one of them if it's raining. The probability that your friend is telling the truth is 2/3 and the probability that they are playing a prank on you by lying is 1/3. If all 3 of them tell that it is raining, then what is the probability that it is actually raining in Seattle.
Explain each data visualization in detail?
What is machine learning and how can it be used for time series analysis?
What is reinforcement learning?
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