Data Science Interview Questions
Questions Answers Views Company eMail

Define convex hull?

96

Write the formula to calculate r-square?

117

Explain k-mean?

97

Explain recommender system?

88

Explain the two main components of the hadoop framework?

82

Define analytics?

73

Explain the difference between data modeling and database design?

81

Define data reduction?

80

Explain data munging or data wrangling?

89

Define linear regression?

104

Define feature vector?

153

Explain the difference between sas, r and python programming?

118

Explain data cleansing?

94

Explain the differences between univariate, bivariate and multivariate analysis?

88

Explain the difference between bayesian estimate and maximum likelihood estimation (mle)?

115


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Un-Answered Questions { Data Science }

What is the 80/20 rule? Explain its importance in model validation?

98


Treating a categorical variable as a continuous variable would result in a better predictive model?

97


How to run a pycharm debugging?

109


What are eigenvalue and eigenvector?

122


What prior subject is required to become data analyst?

137






What is data science?

137


Explain how to define the number of clusters in a clustering algorithm?

166


What is the probability of pulling a different shape or a different colour card from a deck of 52 cards?

99


Describe some assumptions considered important for linear regression?

80


Which language is best for data science?

123


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

100


Differentiate between supervised and unsupervised learning?

95


Python is enough for data science ?

106


How to determine the number of clusters in k-means clustering algorithm?

93


How would add new Facebook members to the database of members, and code their relationships to others in the database?

148