Could you draw a comparison between overfitting and underfitting?
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Why L1 regularizations causes parameter sparsity whereas L2 regularization does not?
What functions are required to principal analysis in R?
Write a program to segment a long string into a group of valid words using Dictionary. The result should return false if the string cannot be segmented. Also explain about the complexity of the devised solution.
What is the salary for a data scientist?
What is clustering? What is the difference between kmeans clustering and hierarchical clustering?
What is a jupyter notebook?
Can you define data discretization?
Please explain the goal of a/b testing.
What is the importance of selection bias?
How can you compute an inverse matrix faster by playing with some computation tricks?
When underfitting occurs in a static model?
What is k-means? How can you select k for k-means?
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