Deep learning by example : a hands-on guide to implementing advanced machine learning algorithms and neural networks /

Annotation

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Menshawy, Ahmed (Author)
Format: Electronic eBook
Language:Inglés
Published: Birmingham, UK : Packt Publishing, 2018.
Subjects:
Machine learning.
Apprentissage automatique.
Mathematical theory of computation.
Artificial intelligence.
Neural networks & fuzzy systems.
Computers > Intelligence (AI) & Semantics.
Computers > Machine Theory.
Computers > Neural Networks.
COMPUTERS > General.
Online Access:Texto completo
Table of Contents:
  • Table of Contents Data science: Bird's-eye view Data Modeling in Action
  • The Titanic Example Feature Engineering and Model Complexity
  • The Titanic Example Revisited Get Up and Running with TensorFlow Tensorflow in Action
  • Some Basic Examples Deep Feed-forward Neural Networks
  • Implementing Digit Classification Introduction to Convolutional Neural Networks Object Detection
  • CIFAR-10 Example Object Detection
  • Transfer Learning with CNNs Recurrent-Type Neural Networks
  • Language modeling Representation Learning
  • Implementing Word Embeddings Neural sentiment Analysis Autoencoders
  • Feature Extraction and Denoising Generative Adversarial Networks in Action
  • Generating New Images Face Generation and Handling Missing Labels Appendix
  • Implementing Fish Recognition.

Similar Items