What is Deep Learning?
Deep learning is a subset of machine learning that deals with algorithms inspired by the structure and function of the human brain. Deep learning algorithms can work with an enormous amount of both structured and unstructured data. Deep learning’s core concept lies in artificial neural networks, which enable machines to make decisions.
The major difference between deep learning vs machine learning is the way data is presented to the machine. Machine learning algorithms usually require structured data, whereas deep learning networks work on multiple layers of artificial neural networks.
The network has an input layer that accepts inputs from the data. The hidden layer is used to find any hidden features from the data. The output layer then provides the expected output.This is what a simple neural network looks like: