https://github.com/khyatimahendru/applications-linear-algebra
Linear Algebra is very close to my heart. In this project, I explored various applications of Linear Algebra in Data Science to encourage more people to develop an interest in this subject.
https://github.com/khyatimahendru/applications-linear-algebra
computer-vision data-science dimensionality-reduction image-processing latent-semantic-analysis linear-algebra machine-learning nlp pca svd word-embeddings word2vec
Last synced: about 1 year ago
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Linear Algebra is very close to my heart. In this project, I explored various applications of Linear Algebra in Data Science to encourage more people to develop an interest in this subject.
- Host: GitHub
- URL: https://github.com/khyatimahendru/applications-linear-algebra
- Owner: KhyatiMahendru
- Created: 2019-07-26T06:47:27.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2019-07-27T05:07:42.000Z (almost 7 years ago)
- Last Synced: 2024-11-18T06:27:39.248Z (over 1 year ago)
- Topics: computer-vision, data-science, dimensionality-reduction, image-processing, latent-semantic-analysis, linear-algebra, machine-learning, nlp, pca, svd, word-embeddings, word2vec
- Language: Jupyter Notebook
- Size: 1.35 MB
- Stars: 1
- Watchers: 0
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Applications-Linear-Algebra
Linear Algebra is very close to my heart. In this project, I explored various applications of Linear Algebra in Data Science to encourage more people to develop an interest in this subject.
I have divided the applications into 4 groups:
- Linear Algebra in Basic Machine Learning
- Linear Algebra in Dimensionality Reduction
- Linear Algebra in Natural Language Processing
- Linear Algebra in Computer Vision
Find the article that I wrote for which I developed this notebook as a support at:
- https://www.analyticsvidhya.com/blog/2019/07/10-applications-linear-algebra-data-science/