{"product_id":"9781484234525","title":"Introduction to Deep Learning Business Applications for Developers: From Conversational Bots in Customer Service to Medical Image Processing","description":"\u003ch1\u003eIntroduction to Deep Learning Business Applications for Developers: From Conversational Bots in Customer Service to Medical Image Processing\u003c\/h1\u003e \u003ch2\u003eVieira, Armando; Ribeiro, Bernardete\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cdiv\u003eDiscover the potential applications, challenges, and opportunities of deep learning from a business perspective with technical examples. These applications include image recognition, segmentation and annotation, video processing and annotation, voice recognition, intelligent personal assistants, automated translation, and autonomous vehicles. \u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003cdiv\u003e\n\u003ci\u003eAn Introduction to Deep Learning Business Applications for Developers\u003c\/i\u003e covers some common DL algorithms such as content-based recommendation algorithms and natural language processing. You’ll explore examples, such as video prediction with fully convolutional neural networks (FCNN) and residual neural networks (ResNets). You will also see applications of DL for controlling robotics, exploring the DeepQ learning algorithm with Monte Carlo Tree search (used to beat humans in the game of Go), and modeling for financial risk assessment. There will also be mention of the powerful set of algorithms called Generative Adversarial Neural networks (GANs) that can be applied for image colorization, image completion, and style transfer.\u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003cdiv\u003eAfter reading this book you will have an overview of the exciting field of deep neural networks and an understanding of most of the major applications of deep learning. The book contains some coding examples, tricks, and insights on how to train deep learning models using the Keras framework.\u003c\/div\u003e\n\u003cbr\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cul\u003e\n\u003cli\u003eFind out about deep learning and why it is so powerful\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWork with the major algorithms available to train deep learning models\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eSee the major breakthroughs in terms of applications of deep learning  \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eRun simple examples with a selection of deep learning libraries \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDiscover the areas of impact of deep learning in business\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWho This Book Is For \u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003eData scientists, entrepreneurs, and business developers.\u003c\/div\u003e\u003cdiv\u003e\n\u003cbr\u003e\u003cbr\u003e\n\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-05-03\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484234525\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-3453-2\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 343\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47525279858828,"sku":"9781484234525","price":31.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484234525.jpg?v=1776020482","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484234525","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}