Deep learning is a branch of machine learning based on a set of algorithms that attempt to model high-level abstractions of data using a deep graph with multiple processing layers, composed of various linear and non-linear transformations.

Deep learning, then, is a type of machine learning in which computers form large artificial neural networks, similar to those found in the human brain.

How does Deep Learning work?

With deep learning, large artificial neural networks are fed learning algorithms and increasing amounts of data, continuously improving their ability to "think" and "learn" as they process more and more data. "Deep" refers to the many layers the neural network accumulates over time, and performance improves the deeper the network becomes. Today, much of deep learning happens under human supervision, but the goal is to create neural networks that can train themselves and "learn" independently.

Why deep learning?

Neural networks have been around since the 1950s, but only recently have computing power and data storage capabilities advanced to the point where deep learning can be used to create exciting new technologies.

While most companies have yet to incorporate deep learning into their business processes or products, this type of machine learning is behind emerging “smart” technologies, from voice and image recognition software to self-driving cars. Soon, advances in deep learning and robotics could lead to intelligent medical imaging technologies capable of making reliable diagnoses, autonomous drones, and machines and infrastructure of all kinds that perform their own maintenance.

Deep Learning in SEO

The use of smart technologies, especially in AEO ( Automated Electronic Execution), is already a reality, particularly in the technologies present in Google and Amazon searches