{"product_id":"hands-on-neural-network-programming-with-c-9781789612011","title":"Hands-On Neural Network Programming with C#","description":"\u003cp\u003e • Author(s): Matt R. Cole\u003cbr\u003e • Publisher: Packt Publishing Limited\u003cbr\u003e • Publisher Imprint: Packt Publishing Limited\u003cbr\u003e • BISAC: Data Science - Neural Networks\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan class=\"a-text-bold\"\u003eCreate and unleash the power of neural networks by implementing C# and .Net code\u003c\/span\u003e\u003c\/p\u003e\u003cspan\u003eKey Features\u003c\/span\u003e\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eGet a strong foundation of neural networks with access to various machine learning and deep learning libraries\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eReal-world case studies illustrating various neural network techniques and architectures used by practitioners\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eCutting-edge coverage of Deep Networks, optimization algorithms, convolutional networks, autoencoders and many more\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cspan\u003eBook Description\u003c\/span\u003e\u003cp\u003e\u003cspan\u003eNeural networks have made a surprise comeback in the last few years and have brought tremendous innovation in the world of artificial intelligence. \u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eThe goal of this book is to provide C# programmers with practical guidance in solving complex computational challenges using neural networks and C# libraries such as CNTK, and TensorFlowSharp. This book will take you on a step-by-step practical journey, covering everything from the mathematical and theoretical aspects of neural networks, to building your own deep neural networks into your applications with the C# and .NET frameworks.\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eThis book begins by giving you a quick refresher of neural networks. You will learn how to build a neural network from scratch using packages such as Encog, Aforge, and Accord. You will learn about various concepts and techniques, such as deep networks, perceptrons, optimization algorithms, convolutional networks, and autoencoders. You will learn ways to add intelligent features to your .NET apps, such as facial and motion detection, object detection and labeling, language understanding, knowledge, and intelligent search.\u003c\/span\u003e\u003c\/p\u003e\u003cp\u003e\u003cspan\u003eThroughout this book, you will be working on interesting demonstrations that will make it easier to implement complex neural networks in your enterprise applications.\u003c\/span\u003e\u003c\/p\u003e\u003cspan\u003eWhat you will learn\u003c\/span\u003e\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eUnderstand perceptrons and how to implement them in C#\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eLearn how to train and visualize a neural network using cognitive services\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003ePerform image recognition for detecting and labeling objects using C# and TensorFlowSharp\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDetect specific image characteristics such as a face using Accord.Net\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDemonstrate particle swarm optimization using a simple XOR problem and Encog\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eTrain convolutional neural networks using ConvNetSharp\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eFind optimal parameters for your neural network functions using numeric and heuristic optimization techniques.\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cspan\u003eWho this book is for\u003c\/span\u003e\u003cp\u003e\u003cspan\u003eThis book is for Machine Learning Engineers, Data Scientists, Deep Learning Aspirants and Data Analysts who are now looking to move into advanced machine learning and deep learning with C#. Prior knowledge of machine learning and working experience with C# programming is required to take most out of this book\u003c\/span\u003e\u003c\/p\u003e","brand":"Packt Publishing Limited","offers":[{"title":"Paperback","offer_id":45608220754071,"sku":"9781789612011","price":3516.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781789612011.webp?v=1769293985","url":"https:\/\/atlanticbooks.com\/products\/hands-on-neural-network-programming-with-c-9781789612011","provider":"Atlantic Books","version":"1.0","type":"link"}