PinnedFelipe PortoinNerd For TechPCA Part 1: Lagrange MultipliersThe PCA algorithm is one of the most important in terms of dimensionality reduction but really understand the process requires some kind…4 min read·Apr 7, 2021----
PinnedFelipe PortoThe role of Regularization in Linear Regression ModelsOne of the most simple algorithms out there is linear regression, and it comes in handy when trying to model a linear relationship between…4 min read·Feb 26, 2021--2--2
Felipe PortoinNerd For TechNon-Linear Models: High Order Feature Vectors and Kernel Functions.For this article, I’m assuming that you know the basics of the Perceptron algorithm.6 min read·Mar 2, 2021----