Deep Learning

Concept and definition

Deep Learning

What is Deep Learning?

Deep learning is a branch of machine learning that relies on multi-layered artificial neural networks to learn and extract features from data. Unlike conventional machine learning, which relies on algorithms that require features to be defined manually, deep learning allows models to learn autonomously from raw data.

The artificial neural networks used in deep learning are composed of multiple layers of interconnected neurons, each of which processes a portion of the data and the extracted features are used in subsequent layers to extract more complex features. This process is repeated at each layer until the most abstract features are extracted from the dataset.

Deep learning is used in a variety of applications, such as computer vision, natural language processing, machine translation, fraud detection, object identification, among others. Due to its ability to learn autonomously and its high accuracy in identifying complex patterns in data, deep learning has become a powerful tool in the field of artificial intelligence and machine learning.

Reference: Yoshua Bengio. Learning Deep Architectures for AI.

« Back to glossary

Do you want to get in touch?

CDRs contain data that a telecommunications company collects about phone calls, such as time and length of call. This data can be used in analytical applications.
Fill the form
Share:
When will artificial intelligence surpass human intelligence? 

Artificial intelligence is changing the world at breakneck speed and you're probably wondering when it will surpass artificial intelligence in the [...]

Read More »
Retail Future, a look at the future of Retail, where Artificial Intelligence could not be missing.

A few days ago we were able to attend a pioneering event in the world of Retail, the Retail Future 2022 fair. In its fifth edition, and under the slogan "Challenge [...]

Read More »
Differences: Machine Learning vs Artificial Intelligence

Artificial intelligence (AI) and machine learning (ML) are two of the most popular technologies used to build intelligent systems for the [...]

Read More »
Artificial intelligence against delinquency and non-payments in companies

The current scenario we are experiencing in Spain with the COVID-19 health crisis has led to many companies having to carry out ER [...]

Read More »
See more entries
© Gamco 2021, All Rights Reserved - Legal notice - Privacy - Cookies