Daniela DeAlbuquerque

Daniela DeAlbuquerque

MD-PhD Student in Electrical and Computer Engineering at Duke University working with Dr. John Pearson to apply modern machine learning and data science techniques to develop new methods for brain imaging analysis.

Posts by Daniela

A Gentle Intro to Support Vector Machines

Topics/Organization: Some geometric intuition for SVMs Introducing slack variables (Soft-Margin SVMs) The SVM loss function (primal and dual forms) SVMs and Kernels Some coding examples of the above (for fun!)...