What is a univariate analysis?
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Explain the difference between a test set and a validation set?
Explain the difference between overfitting and underfitting?
How will you test that there is increased probability of a user to stay active after 6 months given that a user has more friends now?
Name three disadvantages of using a linear model?
How would you say data science is similar or different to business analytics and business intelligence?
What is the advantage of performing dimensionality reduction before fitting an svm?
What are interpolation and extrapolation?
Could you draw a comparison between overfitting and underfitting?
What is an rdbms? Name some examples for rdbms? What is crud?
How can you select k for k-means?
Can you define analytics?
What is the definition of the unit test?
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