What is The Gradient?

Vector of partial derivatives pointing uphill. The Gradient is a key concept in 2 that forms the mathematical foundation for many machine learning algorithms. Prerequisites include: 14, 1. This concept is foundational for understanding 32. This builds on foundational concepts and requires some background knowledge.