| 书目名称 | Introduction to Deep Learning Business Applications for Developers | | 副标题 | From Conversational | | 编辑 | Armando Vieira,Bernardete Ribeiro | | 视频video | | | 概述 | Covers the latest developments in Deep Learning and offers concrete advice on how to implement Deep Learning in your business.Explains the complexities in deploying a Deep Learning platform – in-house | | 图书封面 |  | | 描述 | Discover 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. .An Introduction to Deep Learning Business Applications for Developers. 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..After reading this book you will have an overview of the exciting field of deep neural networks and an understanding of | | 出版日期 | Book 2018 | | 关键词 | Deep Learning; Deep Neural Networks; Natural Language Processing; Convolutional Neural Networks; Robotic | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4842-3453-2 | | isbn_softcover | 978-1-4842-3452-5 | | isbn_ebook | 978-1-4842-3453-2 | | copyright | Armando Vieira, Bernardete Ribeiro 2018 |
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发表于 2025-3-21 17:41:15
