Linear Algebra Resources
Videos
Jupyter Book
Blogs
- Understanding Dot Product
- Mathematical foundations of Probability
- statistical foundation of ML
- Mathematics of optimization
- How t-SNE works
- Roadmap of Mathematics for ML
- Why is linear algebra essential in ML
- understanding PCA
- Everything about Matrix Factorizations
- Google Tutorial on Matrix Factorization
- Matrix Decomposition