Main Types of Neural Networks and its Applications -- Tutorial

Nowadays, there are many types of neural networks in deep learning which are used for different purposes. In this article, we will go through the most used topologies in neural networks, briefly introduce how they work, along with some of their applications to real-world challenges. This article is our third tutorial on neural networks, to start with our first one, check out neural networks from scratch with Python code and math in detail. The perceptron model is also known as a single-layer neural network. In this type of neural network, there are no hidden layers.