Understanding machine learning

Machine Learning(Concept) is the study of algorithms that improve from experience. One of its most important tools is the Neural Network(Technology).

Learning from examples

A supervised learning system is shown many labelled examples and adjusts its parameters until its predictions match the labels.

When the model is a many-layered Neural Network(Technology), the field is called deep learning. A specific architecture, the Transformer(Technology), underlies most of today's language models.

Entities mentioned