## NPTEL Deep Learning – IIT Ropar Week 5 Assignment Answers 2024

1. Given below are the possible number of linearly independent eigenvectors for a 5×5 matrix. Choose the incorrect option.

- 1
- 4
- 5
- 6

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3. What is/are the limitations of PCA?

- It is less interpretable than neural networks
- It can only identify linear relationships in the data.
- It can be sensitive to outliers in the data
- It can only reduce the dimensionality of a dataset by a fixed amount.

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