Deep Learning: Technical Introduction

• Category: Computer
• Author: Thomas Epelbaum
• File type: PDF

Read and download free eBook intituled Deep Learning: Technical Introduction in format PDF created by Thomas Epelbaum.

This book presents in a technical though hopefully pedagogical way the three most common forms of neural network architectures: Feedforward, Convolutional and Recurrent. For each network, their fundamental building blocks are detailed. The forward pass and the update rules for the backpropagation algorithm are then derived in full.

It could be the first stop for deep learning beginners, as it contains lots of concrete, easy-to-follow examples with corresponding tutorial videos and code notebooks.

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Deep Learning: Technical Introduction