Programming with TensorFlow:Solution for Edge Computing Applications


Programming with TensorFlow:Solution for Edge Computing Applications (EAI/Springer Innovations in Communication and Computing)
Part of:EAI/Springer Innovations in Communication and Computing (56 Books) | by:Kolla Bhanu Prakash and G. R. Kanagachidambaresan
Publisher Finelybook 出版社:Springer; 1st ed. 2021 edition (January 23, 2021)
Language 语言:English
pages 页数:200 pages
ISBN-10 书号:3030570762
ISBN-13 书号:9783030570767

Book Description
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).

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