This repository contains notebooks presenting sone mathematical techniques for Data Science,

• Optimizers: Optimization algorithms.
• PCA_and_Classification: Principle Component Analysis and its application to a classification problem.
• SVD_compressIMG: image compression as an application of Singular Value Decomposition (SVD).