Applied Linear Algebra for Machine Learning 🚀

This repository explores the essential concepts of Linear Algebra and their applications in Machine Learning.

📚 Topics Covered

pip install -r requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
01-vector-operations.ipynb		01-vector-operations.ipynb
02-matrix-operations.ipynb		02-matrix-operations.ipynb
03-linear-transformations.ipynb		03-linear-transformations.ipynb
04-eigenvalues-eigenvectors.ipynb		04-eigenvalues-eigenvectors.ipynb
05-SVD.ipynb		05-SVD.ipynb
06-PCA.ipynb		06-PCA.ipynb
07-linear-regression.ipynb		07-linear-regression.ipynb
README.md		README.md
decomposition.py		decomposition.py
matrix_operations.py		matrix_operations.py
pca.py		pca.py
regression.py		regression.py
vector_operations.py		vector_operations.py