E-Book, Englisch, 330 Seiten
Devine / Pawlus Hands-On Deep Learning with R
1. Auflage 2020
ISBN: 978-1-78899-378-4
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
A practical guide to designing, building, and improving neural network models using R
E-Book, Englisch, 330 Seiten
ISBN: 978-1-78899-378-4
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
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Table of Contents - Machine Learning Basics
- Setting Up R for Deep Learning
- Artificial Neural Networks
- Convolutional Neural Networks for Image Recognition
- Multilayer Perceptron Neural Networks for Signal Detection
- Neural Collaborative Filtering Using Embeddings
- Deep Learning for Natural Language Processing
- Long Short-Term Memory Networks for Stock Forecast
- Generative Adversarial Networks for Face Generation
- Reinforcement Learning for gaming
- Deep Q Learning for Maze Solving