Logistic Regression, Stochastic Gradient, Regularization.
is, and you understand what vectors are. If you do not have familiarity with these concepts then it will be helpful to familiarize yourself with them first. Here are some really helpful youtube videos that cover these concepts and explain it in a simple way: Equation of a line or a plane: