What is deep learning & how does it work?

What is deep learning? Deep learning is a subset of machine learning that uses multi-layered neural networks, called deep neural networks, to simulate the complex decision-making power of the human brain. Some form of deep learning powers most of the artificial intelligence (AI) in our lives today.

What is deep learning & neural networks?

Watch this video from DeepLearning.AI's course, Neural Networks and Deep Learning, to learn more about deep learning and neural networks: Deep learning is a subset of machine learning that is made up of a neural network with three or more layers. A neural network attempts to model the human brain's behavior by learning from large data sets.

What is deep learning in machine learning?

Fundamentally, deep learning refers to a class of machine learning algorithms in which a hierarchy of layers is used to transform input data into a slightly more abstract and composite representation. For example, in an image recognition model, the raw input may be an image (represented as a tensor of pixels ).