Trying to solve a Classification problem with a single perceptron.
The problem statement is simple,given a set of points in a 2d space, try and guess if they are above a line or below the line. The line separates the 2d space into 2 parts.
If the perceptron makes a correct guess, the point becomes green, else the point becomes red.
Sources: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6aCibgK1PTWWu9by6XFdCfh