The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel

Source: Towards Data Science

Introduction

Neural networks often feel like black boxes. In this article, we build a neural network regressor from scratch using only Excel formulas. By making every step explicit, from forward propagation to backpropagation, we show how a neural network learns to approximate non‑linear functions with just a handful of spreadsheet cells.