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/