Neural networks with R : smart models using CNN, RNN, deep learning, and artificial intelligence principles /

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Uncover the power of artificial neural networks by implementing them through R code. About This Book Develop a strong background in neural networks with R, to implement them in your applications Build smart systems using the power of deep learning Real-world case studies to illustrate the power of n...

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Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Ciaburro, Giuseppe (Auteur), Venkateswaran, Balaji (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: Birmingham, UK : Packt Publishing, 2017.
Sujets:
R (Computer program language)
Neural networks (Computer science)
Machine learning.
Artificial intelligence.
Neural Networks, Computer
Artificial Intelligence
R (Langage de programmation)
Réseaux neuronaux (Informatique)
Apprentissage automatique.
Intelligence artificielle.
artificial intelligence.
COMPUTERS > Neural Networks.
COMPUTERS > Intelligence (AI) & Semantics.
COMPUTERS > Information Technology.
COMPUTERS > General.
Accès en ligne:Texto completo (Requiere registro previo con correo institucional)
Table des matières:
  • Neural networks with R : smart models using CNN, RNN, deep learning, and artificial intelligence principles
  • Credits
  • About the Authors
  • About the Reviewer
  • Customer Feedback
  • Table of Contents
  • Preface
  • Chapter 1: Neural Network and Artificial Intelligence Concepts
  • Chapter 2: Learning Process in Neural Networks
  • Chapter 3: Deep Learning Using Multilayer Neural Networks
  • Chapter 4: Perceptron Neural Network Modeling
  • Basic Models
  • Chapter 5: Training and Visualizing a Neural Network in R
  • Chapter 6: Recurrent and Convolutional Neural Networks
  • Chapter 7: Use Cases of Neural Networks
  • Advanced Topics
  • Index.

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