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How can you select k for k-means?


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More Data Science Interview Questions

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.

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Explain the difference between data modeling and database design?

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What is the central limit theorem?

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You have been given the data on Facebook user's friending or defriending each other. How will you determine whether a given pair of Facebook users are friends or not?

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What is the svm algorithm?

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Explain the steps for a data analytics project

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What do you understand by the selection bias? What are its various types?

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What are the various classification algorithms?

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Explain the difference between a test set and a validation set?

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How do you understand by bias variance trade off?

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Can you define convex hull?

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What is the difference between a bagged model and a boosted model?

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