Deep Learning for Computer Vision with SAS: An Introduction - Rilegato

Blanchard, Robert

 
9781642959727: Deep Learning for Computer Vision with SAS: An Introduction
Rilegato
ISBN 10: 1642959723 ISBN 13: 9781642959727
Casa editrice: SAS Institute, 2020

Sinossi

Discover deep learning and computer vision with SAS!

Deep Learning for Computer Vision with SAS®: An Introduction introduces the pivotal components of deep learning. Readers will gain an in-depth understanding of how to build deep feedforward and convolutional neural networks, as well as variants of denoising autoencoders. Transfer learning is covered to help readers learn about this emerging field. Containing a mix of theory and application, this book will also briefly cover methods for customizing deep learning models to solve novel business problems or answer research questions. SAS programs and data are included to reinforce key concepts and allow readers to follow along with included demonstrations.

Readers will learn how to:

  • Define and understand deep learning
  • Build models using deep learning techniques and SAS Viya
  • Apply models to score (inference) new data
  • Modify data for better analysis results
  • Search the hyperparameter space of a deep learning model
  • Leverage transfer learning using supervised and unsupervised methods

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
SAS Institute
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
1642959723
ISBN 13 
9781642959727
Rilegatura
Copertina rigida
Numero di pagine
150
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781642959154: Deep Learning for Computer Vision with SAS®: An Introduction

Edizione in evidenza

ISBN 10:  1642959154 ISBN 13:  9781642959154
Casa editrice: SAS Institute, 2020
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