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Visualizing Eigenvectors & Eigenvalues using Python

12.0K views
Apr 29, 2019
5:38

Eigenvalue & eigenvector are probably one of the most important concepts in linear algebra. Who can expect a simple equation like Av = λv is so significant? From machine learning, quantum computing, and physic, many mathematical and engineering problems can be solved by finding the eigenvalue and eigenvectors of a matrix. Let’s not only discover what it is but also visualize it using Python. Link to the Notebook - https://github.com/bhattbhavesh91/pca_from_scratch_iris_dataset/blob/master/eigen_transformation_notebook.ipynb If you do have any questions with what we covered in this video then feel free to ask in the comment section below & I'll do my best to answer those. If you enjoy these tutorials & would like to support them then the easiest way is to simply like the video & give it a thumbs up & also it's a huge help to share these videos with anyone who you think would find them useful. Be sure to subscribe for future videos & thank you all for watching. You can find me on: GitHub - https://github.com/bhattbhavesh91 Medium - https://medium.com/@bhattbhavesh91 #eigenvalue #eigenvector #pca #matplotlib

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Visualizing Eigenvectors & Eigenvalues using Python | NatokHD