Deep learning

Deep Learning is a specialized form of Machine Learning that uses supervised, unsupervised, or semi-supervised learning to learn from data representations.It is a class of machine learning algorithms that allows computational models that are composed of multiple processing layers to learn representations of data with multiple levels of abstraction.

Deep Learning Definition

Deep learning is a subset of machine learning - a field that examines computer algorithms that learn and improve on their own.

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Drivers of Deep Learning

Availability of multi-layered learning network

Ability to leverage Big Data

Expanded use of high-performing graphics processing units (GPU)

An improved scale of data and size of neural networks

Availability of a large amount of labeled data

The ability of GPUs to perform parallel computing