Machine Learning Vs Deep Learning Vs Foundation Models

This article provides an overview of Machine Learning, Deep Learning, and Foundation Models, and how they relate to each other. Machine Learning is a subset of Artificial Intelligence that allows computers to learn from data and improve their performance on tasks over time. Deep Learning is a specialized subfield that focuses on algorithms inspired by the structure of the brain. Foundation Models are large-scale machine learning models pre-trained on massive datasets. Examples of these technologies in action are spam filters and Google’s image search.