Programming with Tensorflow: Solution for Edge Computing Applications
暫譯: 使用 TensorFlow 進行邊緣計算應用程式的程式設計
Prakash, Kolla Bhanu, Kanagachidambaresan, G. R.
- 出版商: Springer
- 出版日期: 2021-01-23
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 190
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030570762
- ISBN-13: 9783030570767
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相關分類:
DeepLearning、TensorFlow
海外代購書籍(需單獨結帳)
商品描述
This practical book provides an end-to-end guide to TensorFlow, the leading open source software library that helps you build and train neural networks for deep learning, Natural Language Processing (NLP), speech recognition, and general predictive analytics. The book provides a hands-on approach to TensorFlow fundamentals for a broad technical audience--from data scientists and engineers to students and researchers. The authors begin by working through some basic examples in TensorFlow before diving deeper into topics such as CNN, RNN, LSTM, and GNN. The book is written for those who want to build powerful, robust, and accurate predictive models with the power of TensorFlow, combined with other open source Python libraries. The authors demonstrate TensorFlow projects on Single Board Computers (SBCs).
商品描述(中文翻譯)
這本實用的書籍提供了關於 TensorFlow 的端到端指南，TensorFlow 是一個領先的開源軟體庫，幫助您建立和訓練用於深度學習、自然語言處理 (NLP)、語音識別和一般預測分析的神經網絡。這本書以實作的方式介紹 TensorFlow 的基本概念，適合廣泛的技術讀者，包括資料科學家、工程師、學生和研究人員。作者首先通過一些基本的 TensorFlow 範例進行介紹，然後深入探討如 CNN、RNN、LSTM 和 GNN 等主題。這本書是為那些希望利用 TensorFlow 的力量，結合其他開源 Python 庫，來建立強大、穩健且準確的預測模型的人所撰寫。作者展示了在單板電腦 (SBC) 上的 TensorFlow 專案。
作者簡介
Dr. Kolla Bhanu Prakash is working as Professor and Research Group Head for Artificial Intelligence and Data Science Research Group in CSE DEPARTMENT, K L University, VIJAYAWADA, Andhra Pradesh, India. He received his M.Sc and M.Phil in Physics from Acharya Nagarjuna University, Guntur, India, M.E and Ph.D in Computer Science & Engineering from Sathyabama University, Chennai, India. Dr. Kolla Bhanu Prakash has 14+ years of experience working in academia, research, teaching, academic administration. His current research interests include Deep Learning, IOT, Big Data Analytics and Natural Language Processing. He was the recipient of Best Speaker award during M.Sc. He has authored over 52+ research papers in various national and international journals and conferences. His publications are indexed in Scopus, Web of Science, DBLP and Google scholar. He is IEEE - Senior Member, Fellow - ISRD, received Best Teacher Award - K.L.University, Reviewer - IEEE Access Journal, Treasurer - ACM Amaravathi Chapter, Life Member - ISTE, Reviewer and TPC member in National and International Conferences, IJRAR RMS MEMBER, International Journal of Research and Analytical Reviews, 5 Patents published, Reviewer - IEEE Access, Wireless Networks Journal, Applied Soft Computing Journal, International Journal of Advanced Computer Science and Applications (IJACSA), Senior Member - theIRED [UACEE] and MEMBER - EXPERTS OF ACADEMIC EXCELLENCE RESEARCH CENTRE. He is currently editing 6 International books with reputed publishers like Springer, Elsevier, Wiley, Degryuter and CRC press.
Dr. G. R. Kanagachidambaresan received his B.E degree in Electrical and Electronics Engineering from Anna University in 2010 and M.E Pervasive Computing Technologies in Anna University in 2012. He has completed his Ph.D. in Anna University Chennai in 2017. He is currently an Associate Professor, Department of CSE, Veltech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology. His main research interest includes IoT, Machine learning and Wireless Networks. He has authored several research articles in leading International journals. He is presently working with funding agencies like Indian Space Research Organisation and Department of Biotechnology on IoT projects. He is an Editor in Chief for Next Generation computing and communication Engineering series Wiley. He is also associate editor in Wireless Networks, Springer.
作者簡介(中文翻譯)
Dr. Kolla Bhanu Prakash 目前擔任印度安得拉邦維傑亞瓦達 K L 大學計算機科學與工程系人工智慧與數據科學研究小組的教授及研究小組負責人。他在印度甘杜爾的阿查里亞納加爾朱納大學獲得物理學碩士（M.Sc）及哲學碩士（M.Phil）學位，並在印度金奈的薩提亞巴瑪大學獲得計算機科學與工程碩士（M.E）及博士（Ph.D）學位。Dr. Kolla Bhanu Prakash 擁有超過 14 年的學術、研究、教學及學術管理經驗。他目前的研究興趣包括深度學習（Deep Learning）、物聯網（IoT）、大數據分析（Big Data Analytics）及自然語言處理（Natural Language Processing）。他曾在碩士學位期間獲得最佳演講者獎。他在各大國內外期刊及會議上發表了超過 52 篇研究論文，其出版物已被 Scopus、Web of Science、DBLP 及 Google Scholar 索引。他是 IEEE 高級會員、ISRD 研究院院士、K.L. 大學最佳教師獎得主、IEEE Access 期刊審稿人、ACM Amaravathi 分會財務長、ISTE 終身會員、國內外會議的審稿人及技術程序委員會成員、IJRAR RMS 成員、國際研究與分析評論期刊的成員，並已發表 5 項專利，擔任 IEEE Access、Wireless Networks Journal、Applied Soft Computing Journal、International Journal of Advanced Computer Science and Applications (IJACSA) 的審稿人，並是 theIRED [UACEE] 的高級會員及學術卓越研究中心的成員。他目前正與知名出版社如 Springer、Elsevier、Wiley、Degryuter 和 CRC Press 編輯 6 本國際書籍。
Dr. G. R. Kanagachidambaresan 於 2010 年在安娜大學獲得電氣與電子工程學士（B.E）學位，並於 2012 年獲得安娜大學的普遍計算技術碩士（M.E）學位。他於 2017 年在安娜大學金奈完成博士（Ph.D）學位。目前他是 Veltech Rangarajan Dr. Sagunthala 科學與技術研究所計算機科學與工程系的副教授。他的主要研究興趣包括物聯網（IoT）、機器學習（Machine Learning）及無線網絡（Wireless Networks）。他在多個國際知名期刊上發表了數篇研究文章。目前他正與印度空間研究組織及生物技術部等資助機構合作進行物聯網項目。他是 Wiley 出版的《下一代計算與通信工程系列》的主編，並擔任 Springer 的《Wireless Networks》的副編輯。
