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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:
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.