Keith SatukuSupport Vector Machine Kernels: explanation of the math driving this beautyWe know Support Vector Machine algorithms need optimized hyperplanes to maximize the distance between the hyperplane and the support…3 min read·Oct 29, 2020----
Keith SatukuHow Lagrangian and Linear Algebra combine to produce Support Vector MachineI must note that while I have had better accuracy in real life using algorithms like XG Boost classifier, Gradient Boost classifier and…4 min read·Oct 27, 2020----
Keith SatukuThe math behind Logistic regressionLet’s start with what Logistic Regression is not. A regression algorithm is supposed to predict a set of continuous values. This is not a…4 min read·Oct 26, 2020--1--1
Keith SatukuLinear Regression basicsWhen I was a math tutor I used to collate student’s results each term. I noticed how students tended to have similar scores for math and…3 min read·Oct 25, 2020----