Machine Learning, Neural Networks, Backpropagation, Gradient Descent.
is a constant called the bias. Its importance is that it gives flexibility. So, using such an equation the machine tries to predict a value y which may be a value we need like the price of the house. Now, the machine tries to perfect its prediction by tweaking these weights. It does so, by