Lead Data Scientist Question:

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Tell us what are Eigenvalue and Eigenvector?

Lead Data Scientist Interview Question
Lead Data Scientist Interview Question

Answer:

Eigenvectors are for understanding linear transformations. In data analysis, we usually calculate the eigenvectors for a correlation or covariance matrix. Eigenvalues are the directions along which a particular linear transformation acts by flipping, compressing or stretching.

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