Grow Your Business with AI: A First Principles Approach for Scaling Artificial Intelligence in the Enterprise

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

F. J. Campos ZabalaGrow Your Business with AIhttps://doi.org/10.1007/978-1-4842-9669-1_9

9. Supervised and Unsupervised Learning

Francisco Javier Campos Zabala¹  

(1)

Cambridge, Cambridgeshire, UK

 

As we discussed in the last few chapters, supervised and unsupervised learning are two primary approaches to machine learning. At its core, machine learning is about teaching computers to learn from data. There are many different types of machine learning, but two of the most common are supervised learning and unsupervised learning.

Supervised learning involves training a model using labeled data, which consists of input-output pairs. The model learns the underlying ...