Prakash K., Kanagachidambaresan G. (eds.) Programming with TensorFlow: Solution for Edge Computing Applications

Springer, 2021. — 190 p. — (EAI/Springer Innovations in Communication and Computing). — ISBN: 978-3030570767.This sensible book offers an finish-to-finish information to TensorFlow, the main open supply software program library that helps you construct and practice neural networks for deep studying, Natural Language Processing (NLP), speech recognition, and basic predictive analytics. The book offers a arms-on strategy to TensorFlow fundamentals for a broad technical viewers — from knowledge scientists and engineers to college students and researchers. The authors start by working by means of some fundamental examples in TensorFlow earlier than diving deeper into matters similar to CNN, RNN, LSTM, and GNN. The book is written for those that wish to construct highly effective, strong, and correct predictive fashions with the facility of TensorFlow, mixed with different open supply Python libraries. The authors reveal TensorFlow initiatives on Single Board Computers (SBCs).