Overview#

Implementation of Singular Value Decomposition (SVD) and the Moore-Penrose pseudo-inverse from scratch in R.

Key Concepts#

• Implemented SVD from eigenvalue decomposition demonstrating mathematical understanding
• Built pseudo-inverse for solving over/underdetermined systems
• Documented mathematical derivations alongside code

Technologies#

R, Linear Algebra, SVD

Related Skills#

• R
• Mathematics
• Data Science
• Machine Learning