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More Data Science Interview Questions

How decision tree algorithm is different from the random forest algorithm?

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What is meant by Random Forest Classifier?

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From a long sorted list and a short 4 element sorted list, which algorithm will you use to search the long sorted list for 4 elements.

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Give an example of a data set that has a non-gaussian distribution?

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Python is enough for data science ?

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You are given a training dataset of users that contain their demographic details, the pages on Facebook they have liked so far and results of psychology test based on their personality i.e. their openness to like FB pages or not. How will you predict the age, gender and other demographics of unseen data?

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What exactly does a data scientist do?

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List the differences between supervised and unsupervised learning.

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Can you explain unsupervised learning?

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Can you explain recommender system?

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How can you decide if one algorithm is better than the other?

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Define naive bayes?

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