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Programming with TensorFlow Solution for Edge Computing Applications 1st Edition by Kolla Bhanu Prakash, GR Kanagachidambaresan ISBN 9783030570774 3030570770

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Programming with TensorFlow Solution for Edge Computing Applications EAI Springer Innovations in Communication and Computing Kolla Bhanu Prakash (Editor) Digital Instant Download

Author(s): Kolla Bhanu Prakash (editor), G. R. Kanagachidambaresan (editor)
ISBN(s): 9783030570767, 9783030570774, 3030570762, 3030570770
Edition: 1st ed. 2021
File Details: PDF, 16.45 MB
Year: 2021
Language: English
SKU: EB-43716100 Category: Tags: ,

Programming with TensorFlow Solution for Edge Computing Applications 1st Edition by Kolla Bhanu Prakash, GR Kanagachidambaresan – Ebook PDF Instant Download/Delivery: 9783030570774 ,3030570770
Full download Programming with TensorFlow Solution for Edge Computing Applications 1st Edition after payment

Product details:

ISBN 10: 3030570770
ISBN 13: 9783030570774
Author: Kolla Bhanu Prakash, GR Kanagachidambaresan

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).
 

Programming with TensorFlow Solution for Edge Computing Applications 1st Edition Table of contents:

  1. Introduction to Tensorflow Package
  2. Tensorflow Basics
  3. Visualizations
  4. Regression
  5. Neural Network
  6. Convolutional Neural Network
  7. Recurrent Neural Network
  8. Application of Machine Learning and Deep Learning
  9. Chatbot
  10. PyTorch
  11. Pattern Recognition and Machine Learning
  12. Programming Tensor Flow with Single Board Computers

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Kolla Bhanu Prakash,GR Kanagachidambaresan,Programming,TensorFlow,Edge Computing,Applications

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