Make Your Own Neural Network [ebook free] by Tariq Rashid (epub/mobi)

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.
Ebook4Expert remains free and takes me a lot of time to search for the best books available on the net and share them with you. If you find any value and joy in my work, please consider supporting with a single donation of your choosing, in any amount, between a cup of coffee or a good lunch, via PayPal or bitcoin (which I prefer because it has near-zero transaction fee)
Password to Extract: ebook4expert
(the zip file is doubly encrypted)

Have question/request? Touch me at 

ebook4expert@gmail.com

One thought on “Make Your Own Neural Network [ebook free] by Tariq Rashid (epub/mobi)

Leave a Reply

Your email address will not be published. Required fields are marked *