Deep Learning Math

Introduction

This post explains some basic math behind Deep Learning. Starting with data fitting and building up to artificial neural networks.

Data Fitting

The simplest example is fitting a linear function to data \(f(x; m, b) = y = mx + b\)

Testing \(\LaTeX\) \(\nabla_{\boldsymbol{x}} J(\boldsymbol{x})\)