Understanding Neural Networks: A Deep Dive

Introduction

Neural networks are the backbone of modern AI. In this post we'll explore how they work from the ground up...

Architecture

A neural network consists of layers of interconnected nodes (neurons). Each connection has a weight that gets tuned during training...

Backpropagation

Backpropagation is the algorithm that makes learning possible. It calculates the gradient of the loss function with respect to each weight...

Conclusion

Understanding neural networks deeply will make you a better AI engineer. Start small, experiment often.