# The Intuition behind the Universal Approximation Theorem for Neural Networks

## Can neural networks approximate any non-linear function?

3 min readDec 21, 2023

In this article, I will provide an intuitive explanation of the Universal Approximation Theorem for neural networks.

Unlike general machine learning algorithms, neural networks can handle complex non-linear problems.