Demonstration of Neural Networks without using Tensorflow or Keras in Python

The in detail demonstration of Neural Networks or better known as ANN without using any fancy libraries such as Tensorflow or Keras.

The images used for the demonstration are as shown below

The link to the videos is as given below. 

1) Formation of Neural Network

2) Feed Forwarding definition of the network

3) Backpropagation equations of the network

4) Backpropagation coding of the network

5) Training the network

6) Testing the network

Click here to download the code