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This chapter covers deep neural network fundamentals, from architecture design to training with backpropagation.

Topics

DNN Introduction

Introduction to deep neural network architectures.

Backprop Introduction

Understanding backpropagation fundamentals.

Backprop in DNNs

Applying backpropagation in deep networks.

Backprop Exercises

Hands-on exercises for backpropagation.