Data Science Interview Questions
Questions Answers Views Company eMail

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

102

Explain supervised learning?

95

Explain the difference between an analyst and a data scientist?

78

Explain the differences between univariate and multivariate analysis?

113

Explain data preparation?

87

Explain the differences between univariate and bivariate analysis?

92

Define power analysis?

95

Explain systematic sampling?

101

Explain the difference between data science, machine learning and artificial intelligence?

99

Define data discretization?

104

Which database is best for data science?

87


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Un-Answered Questions { Data Science }

Describe univariate, bivariate and multivariate analysis?

93


Explain recommender system?

88


Why do you want to work at this company as a data scientist?

108


How can you produce co-relations and covariances?

103


Explain why data cleansing is essential and which method you use to maintain clean data?

103






Estimate the probability of a disease in a particular city given that the probability of the disease on a national level is low.

119


How do you use goal seek in excel?

107


Why is it mandatory to clean a data set?

146


Discuss linear regression?

103


What is the central limit theorem and why is it important?

94


You have a bag with 6 marbles. One marble is white. You reach the bag 100 times. After taking out a marble, it is placed back in the bag. What is the probability of drawing a white marble at least once?

100


What is machine learning? What is the difference between supervised and unsupervised methods?

90


What is a recommender system?

120


Explain the difference between data science and data analytics?

93


What would you do to summarize a Twitter feed?

123