SVM - deep dive
Support Vectors Machine has long been the go-to algorithm for machine learning. Deep dive into the remarkable power of this classifier.
Dives are longer posts where I get into a subject in more details
Logistic regression - deep dive
Unlike its name suggests, logistic regression is a classification algorithm. It is very simple yet extremely robust
Linear regression - deep dive
Linear regression is perhaps the simplest regression tool in the box. Get into the math behind this well-known algorithm