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Make Your Own Neural Network by Tariq Rashid (2016, Trade Paperback)

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Number of Pages: 224. Author: Rashid, Tariq (Author). Weight: 1.61 lbs. Publication Date: 2016-03-31. Publisher: CREATESPACE.

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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.

Product Identifiers

Publisher
CreateSpace
ISBN-10
1530826608
ISBN-13
9781530826605
eBay Product ID (ePID)
221586712

Product Key Features

Author
Tariq Rashid
Publication Name
Make Your Own Neural Network
Format
Trade Paperback
Language
English
Publication Year
2016
Type
Textbook
Number of Pages
222 Pages

Dimensions

Item Length
11in
Item Height
0.5in
Item Width
8.5in
Item Weight
23.1 Oz

Additional Product Features

Lc Classification Number
Qa76.87.R3 2016
Target Audience
Trade
Topic
Neural Networks, General
Dewey Decimal
006.32
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Mathematics

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Make Your Own Neural Network by Tariq Rashid (2016, Trade Paperback)

About this product

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Product Identifiers

Product Key Features

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Additional Product Features

All listings for this product

item 1 Make Your Own Neural Network

item 2 Make Your Own Neural Network

item 3 Make Your Own Neural Network by Rashid, Tariq , Paperback

item 4 Make Your Own Neural Network by Rashid, Tariq Book The Fast Free Shipping

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