Implementation of ANN

In this section, we will implement our first ANN in Python using numpy as our dependency. During this implementation, you can relate how gradient descent, activation function, and loss function have been integrated into our code. Apart from this, we will see the concept of backpropagation.

We will see the implementation of a single-layer NN with backpropagation.

Single-layer NN with backpropagation

Here, we will see the concept of backpropagation first, then we will start coding and I will explain things as we code.

Backpropagation

In a single-layer...