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Make Your Own Neural Network

Engels | 1e druk | 9781530826605 | 224 pagina's

Tariq Rashid - 9781530826605

 

Engels | 1e druk | 9781530826605 | 224 pagina's

A gentle journey through the mathematics of neural networks, and making your own using the Python computer language. Neural networks are a key element of deep learning and artificial intelligence, which today is capable of some truly impressive feats. Yet too few really understand how neural networks actually work. This guide will take you on a fun and unhurried journey, starting from very simple ideas, and gradually building up an understanding of how neural networks work. You won't need any mathematics beyond secondary school, and an accessible introduction to calculus is also included. The ambition of this guide is to make neural networks as accessible as possible to as many readers as possible - there are enough texts for advanced readers already You'll learn to code in Python and make your own neural network, teaching it to recognise human handwritten numbers, and performing as well as professionally developed networks. Part 1 is about ideas. We introduce the mathematical ideas underlying the neural networks, gently with lots of illustrations and examples. Part 2 is practical. We introduce the popular and easy to learn Python programming language, and gradually builds up a neural network which can learn to recognise human handwritten numbers, easily getting it to perform as well as networks made by professionals. Part 3 extends these ideas further. We push the performance of our neural network to an industry leading 98% using only simple ideas and code, test the network on your own handwriting, take a privileged peek inside the mysterious mind of a neural network, and even get it all working on a Raspberry Pi. All the code in this has been tested to work on a Raspberry Pi Zero.

 

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Make Your Own Neural Network Engels | 1e druk | 9781530826605 | 224 pagina's
TaalEngels
Verschijningsdatummaart 2016
Druk1e druk
Afmetingen27,9 x 21,6 x 1,5 cm
Aantal pagina's224 pagina's
IllustratiesMet illustraties
AuteurTariq Rashid
UitgeverCreatespace Independent Publishing Platform
BindwijzePaperback
Extra groot lettertypeNee
SubtitelA Gentle Journey Through the Mathematics of Neural Networks, and Making Your Own Using the Python Computer Language



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