We show a working example of how an Elixir Agent can Learn to solve a simple classification problem on its own via Machine Learning. We make use of the Single Neuron Perceptron Network fully implemented in Elixir. http://www.automatingthefuture.com/blog/2016/11/30/training-elixir-processes-to-learn-like-neurons