https://becominghuman.ai/lets-build-a-simple-neural-net-f4474256647f

In this article, I will show you how a simple and awesome Artificial neural network can be made using only numpy and pandas. Our ANN model will have a single input and output layer.

To demonstrate the working of model, I have created a small dataset of dimensions 12x5. The columns a,b,c,d are the features and the last column is the label.