Deep Learning for Computer Vision with SAS®: An Introduction - Brossura

Blanchard, Robert

Brossura

ISBN 10: 1642959154 ISBN 13: 9781642959154

Casa editrice: SAS Institute, 2020

Riassunto

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

Dettagli dell?edizione

• Editore: SAS Institute
• Data di pubblicazione: 2020
• ISBN 10: 1642959154
• ISBN 13: 9781642959154
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 150
• Contatto del produttore: non disponibile