Linearity and Non-Linearity in Deep Learning: Why We Need Both

In the world of deep learning, linearity and non-linearity are fundamental concepts that allow neural networks to learn and perform complex tasks. Understanding how they work is key to building effective deep learning models. What is Linearity? In ma...