Programming with TensorFlow : soluti...
Kanagachidambaresan, G. R. (1988-)

 

  • Programming with TensorFlow : solution for edge computing applications
  • 紀錄類型: 書目-語言資料,印刷品 : 單行本
    副題名: solution for edge computing applications
    其他作者: PrakashKolla Bhanu.,
    其他作者: KanagachidambaresanG. R., 1988-
    出版地: Cham
    出版者: Springer;
    出版年: 2021.
    面頁冊數: x, 190 p.ill. (some col.) : 25 cm.;
    集叢名: EAI
    標題: Neural networks (Computer science) -
    標題: Machine learning. -
    標題: Python (Computer program language) -
    摘要註: 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). Provides a practical end-to-end guide to TensorFlow, the leading open source software library for building and training neural networks; Pertains to a broad technical audience--from data scientists and engineers to students and researchers; Shows how to implement advanced techniques in deep learning and explore deep neural networks and layers of data abstraction
    ISBN: 9783030570767
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