Deep learning from scratch : building with Python from first principles /

With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You'll start...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Weidman, Seth (Author)
Format: Electronic eBook
Language:Inglés
Published: Sebastopol, CA : O'Reilly Media, 2019.
Edition:First edition.
Subjects:
Python (Computer program language)
Machine learning.
Neural networks (Computer science)
Artificial intelligence.
Neural Networks, Computer
Artificial Intelligence
Machine Learning
Python (Langage de programmation)
Apprentissage automatique.
Réseaux neuronaux (Informatique)
Intelligence artificielle.
artificial intelligence.
Artificial intelligence
Machine learning
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Chapter 1. Foundations
  • Chapter 2. Fundamentals
  • Chapter 3. Deep Learning from Scratch
  • Chapter 4. Extensions
  • Chapter 5. Convolutional Neural Networks
  • Chapter 6. Recurrent Neural Networks
  • Chapter 7. PyTorch
  • Appendix A. Deep Dives.

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