Ebook Make Your Own Neural Network

[Free PDF.YfX7] Make Your Own Neural Network

[Free PDF.YfX7] Make Your Own Neural Network

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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. Mind: How to Build a Neural Network (Part One) How to Build a Neural Network when the neural network has to make sense of something to learn how to build your own neural network makeyourownneuralnetwork (Tariq Rashid) GitHub makeyourownneuralnetwork has 2 repositories available Code for the Make Your Own Neural Network book Jupyter Notebook 327 140 Make Your Own Neural Network eBook: Tariq Rashid: Amazon Make Your Own Neural Network eBook: Tariq Rashid: Amazonin: Kindle Store Amazon Try Prime Kindle Store Go Shop by Category Hello Sign in Your Orders Try Prime : Make Your Own Neural Network eBook: Tariq Make Your Own Neural Network [Print Replica] Kindle Edition by Tariq Rashid (Author) Visit Amazon's Tariq Rashid Page Find Make Your Own Neural Network Having read through Make your own Neural Network (and indeed made one myself) I decided to experiment with the Python code and write a translation into R Make Your Own Neural Network - Amazoncouk Make your Own Neural Network makes a excellent attempt to explain a Neural Network (NN) as simply as possible The language and tone of the book is simple and Make Your Own Neural Network by Tariq Rashid Reviews Start by marking Make Your Own Neural Network as Want to Read: Want to Read saving Make Your Own Neural Network eBook: Tariq Rashid: Amazon Make Your Own Neural Network eBook: Tariq Rashid: au: Kindle Store au Kindle Store Go Shop by Department Hello Sign in Your Account Your Make Your Own Neural Network - Buy Make Your Own Neural Network on FREE SHIPPING on qualified orders Code for the Make Your Own Neural Network book - GitHub Code for the Make Your Own Neural Network book makeyourownneuralnetwork Code for the Make Your Own Neural Network book Contact GitHub; API; Training; Shop
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