Tag - By Ahmed Gad

Avoid Overfitting with Regularization

This article explains overfitting which is one of the reasons for poor predictions for unseen samples. Also, regularization technique based on regression is presented by simple steps to make it clear how to avoid overfitting. comments By Ahmed Gad, M...

Is Learning Rate Useful in Artificial Neural Networks?

This article will help you understand why we need the learning rate and whether it is useful or not for training an artificial neural network. Using a very simple Python code for a single layer perceptron, the learning rate value will get changed to...