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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: