Title Deep learning with R / François Chollet with J.J. Allaire. [O'Reilly electronic resource]

Publication Info.

Shelter Island, NY : Manning Publications, [2018]

To Access:
Availalbe on O'Reilly for Public Libraries

Bookmark link: https://library.naperville-lib.org:444/record=b3178574~S1

QR Code

Description	1 online resource (1 volume) : illustrations
	data file
Note	Includes index.
Summary	Introduces deep learning systems using the powerful Keras library and its R language interface. The book builds your understanding of deep learning through intuitive explanations and practical examples.
Contents	Part 1. Fundamentals of deep learning -- Chapter 1. What is deep learning? -- Chapter 2. Before we begin: the mathematical building blocks of neural networks -- Chapter 3. Getting started with neural networks -- Chapter 4. Fundamentals of machine learning -- Part 2. Deep learning in practice -- Chapter 5. Deep learning for computer vision -- Chapter 6. Deep learning for text and sequences -- Chapter 7. Advanced deep-learning best practices -- Chapter 8. Generative deep learning -- Chapter 9. Conclusions -- Appendix A. Installing Keras and its dependencies on Ubuntu -- Appendix B. Running RStudio Server on an EC2 GPU instance
Subject	R (Computer program language)
	Artificial intelligence.
	Neural networks (Computer science)
	Machine learning.
	Mathematical statistics -- Data processing.
	Artificial Intelligence
	Neural Networks, Computer
	Machine Learning
	R (Langage de programmation)
	Intelligence artificielle.
	Réseaux neuronaux (Informatique)
	Apprentissage automatique.
	Statistique mathématique -- Informatique.
	artificial intelligence.
	Artificial intelligence
	Machine learning
	Mathematical statistics -- Data processing
	Neural networks (Computer science)
	R (Computer program language)
Added Author	Allaire, J. J., author.
ISBN	9781638351634 electronic book
	1638351635 electronic book

Patron reviews: add a review

You can...

Also...

More Information

More Resources

Copies