Ops Development & AI Practice

Jun 30, 2024 · Fundamentals

What Are Vector Components and Why They Matter in Machine Learning

This article explains the concept of vector components, how they are represented as column or row vectors, zero and unit vectors, basic operations, and their crucial role in machine‑learning tasks such as feature representation, distance measurement, PCA, and gradient descent.