AI methods : Taxonomy and Classifications
Artificial Intelligence (AI) methods can be categorised based on different features: their learning style, functionality, techniques, and source of knowledge. This article comprehensively overviews the various approaches to classifying AI methods. A video summary of this article is provided at : https://youtu.be/sC7KdAi8qo0 I. AI Methods classification based on Learning Style This classification means grouping the AI methods by how they learn from data , that is, the type of supervision or feedback they receive during the learning process . This classification answers the question: "What kind of data or environment does the AI use to learn?" Briefly, this classification means understanding how an AI algorithm learns from its environment or data: · Supervised: Learns from examples with answers. · Unsupervised: Learns from unstructured data. · ...