Classification vs. Clustering: Which AI Method is Better?\\Clustering vs. Classification

Classification vs. Clustering are the two primary ways computers make sense of the 180 zettabytes of data in our world today. In this video, we break down the Librarian (Classification) and Explorer (Clustering) approaches to data science. You will learn how classification uses human-labeled data to filter spam and detect fraud, while clustering finds hidden patterns without any human guidance—the same technology Netflix uses to group viewers into 2,000 different "taste communities". We also dive into the 3-step process for both methods and explore how SHAP heatmaps help us understand the "why" behind an AI’s decision.

Видео Classification vs. Clustering: Which AI Method is Better?\\Clustering vs. Classification канала SmartBiologyHub