- Tytuł pełny:
- Introduction to deep learning using R : a step-by-step guide to learning and implementing deep learning models using R / Taweh Beysolow II
- Wydawca:
- Berkley : Apress
- Rok wydania:
- 2017
- Seria:
- For Professionals by Professionals
- Temat:
- Big data
Uczenie maszynowe
R (język programowania)
Machine learning
R (computer program language)
Informatyka i technologie informacyjne - Gatunek / Forma:
- E-booki
- Zawartość:
- Introduction to deep learning - Mathematical review - A review of optimization and machine learning - Single and multilayer perceptron models -- Convolutional neural networks (CNNs) -- Recurrent neural networks (RNNs) -- Autoencoders, restricted boltzmann machines, and deep belief networks -- Experimental design and heuristics -- Hardware and software suggestions -- Machine learning example problems -- Deep learning and other example problems -- Closing statements
Dokument elektroniczny