The Gradient Vector

What is it, and how do we compute it?

Roman Paolucci
Towards Data Science
4 min readJun 5, 2020

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Photo from Unsplash

Vector Calculus

In vector calculus one of the major topics is the introduction of vectors and the 3-dimensional space as an extension of the 2-dimensional space often studied in the cartesian coordinate system. Vectors have two main properties: direction and magnitude. In 2-dimensions we can visualize a vector extending from the…

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