Deep Learning Patterns and Practices (Paperback)

Deep Learning Design Patterns distills models from the latest research papers into practical design patterns applicable to enterprise AI projects. You'll learn how to integrate design patterns into deep learning systems from some amazing examples, using diagrams, code samples, and easy-to-understand language.

Deep learning has revealed ways to create algorithms for applications that we never dreamed were possible. For software developers, the challenge lies in taking cutting-edge technologies from R&D labs through to production. Deep Learning Design Patterns, is here to help. In it, you'll find deep learning models presented in a unique new way: as extendable design patterns you can easily plug-and-play into your software projects.

Deep Learning Design Patterns distills models from the latest research papers into practical design patterns applicable to enterprise AI projects. You'll learn how to integrate design patterns into deep learning systems from some amazing examples, using diagrams, code samples, and easy-to-understand language. Building on your existing deep learning knowledge, you'll quickly learn to incorporate the very latest models and techniques into your apps as idiomatic, composable, and reusable design patterns.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

《深度學習設計模式》將最新研究論文中的模型提煉成適用於企業人工智慧專案的實用設計模式。您將學習如何將設計模式整合到深度學習系統中，並通過圖表、程式碼範例和易於理解的語言來展示一些令人驚嘆的實例。深度學習揭示了我們從未想像過的應用程式算法。對於軟體開發人員來說，挑戰在於將尖端技術從研發實驗室推向生產環境。《深度學習設計模式》將協助您解決這個問題。在書中，您將以獨特的方式呈現深度學習模型：作為可輕鬆插拔到軟體專案中的可擴展設計模式。《深度學習設計模式》將最新研究論文中的模型提煉成適用於企業人工智慧專案的實用設計模式。您將學習如何將設計模式整合到深度學習系統中，並通過圖表、程式碼範例和易於理解的語言來展示一些令人驚嘆的實例。在您已有的深度學習知識基礎上，您將迅速學會將最新的模型和技術作為成熟、可組合和可重複使用的設計模式融入您的應用程式中。購買印刷版書籍將包含一本免費的電子書（PDF、Kindle和ePub格式），由Manning Publications提供。

Andrew Ferlitsch is an expert on computer vision and deep learning at Google Cloud AI Developer Relations. He was formerly a principal research scientist for 20 years at Sharp Corporation of Japan, where he amassed 115 US patents and worked on emerging technologies in telepresence, augmented reality, digital signage, and autonomous vehicles. In his present role, he reaches out to developer communities, corporations and universities, teaching deep learning and evangelizing Google's AI technologies.

Andrew Ferlitsch是Google Cloud AI Developer Relations的計算機視覺和深度學習專家。他曾在日本夏普公司擔任首席研究科學家長達20年，累積了115項美國專利，並致力於電話會議、擴增實境、數字標牌和自動駕駛等新興技術的研究。在他目前的角色中，他與開發者社群、企業和大學合作，教授深度學習並宣揚Google的人工智慧技術。