Make Your Own Neural Network
By:Tariq Rashid
Published on 2016-03-31 by Createspace Independent Publishing Platform
A step-by-step 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.
This Book was ranked at 38 by Google Books for keyword Math.
Book ID of Make Your Own Neural Network's Books is Zli_jwEACAAJ, Book which was written byTariq Rashidhave ETAG "OBcFkL4bMZ4"
Book which was published by Createspace Independent Publishing Platform since 2016-03-31 have ISBNs, ISBN 13 Code is 9781530826605 and ISBN 10 Code is 1530826608
Reading Mode in Text Status is false and Reading Mode in Image Status is false
Book which have "222 Pages" is Printed at BOOK under Category
This Book was rated by Raters and have average rate at ""
This eBook Maturity (Adult Book) status is NOT_MATURE
Book was written in en
eBook Version Availability Status at PDF is falseand in ePub is false
Book Preview
Colm Tóibíand, the actual award-winning journalist of Any Professionaland Brooklyn, changes her notice towards the tricky associations regarding fathers together with sons—specifically any trepidation between your literary giants Oscar Wilde, Jeremy Joyce, W.B. Yeats, and then ones own fathers. Wilde loathed his particular daddy, however established that they are very much alike. Joyce's gregarious grandfather drove chisel the son provided by Ireland in europe resulting from her volatile disposition along with drinking. Though Yeats's grandfather, the cougar, was initially plainly a fantastic conversationalist whose chattering seemed to be more svelte compared to the paintings he or she produced. Such famed males and also dads so,who given a hand to condition these guys can be purchased surviving through Tóibín's retelling, as will Dublin's multicolored inhabitants.
No comments:
Post a Comment