Deep learning with Python : learn best practices of deep learning models with PyTorch

• Main Authors: Ketkar, Nikhil (Author), Moolayil, Jojo (Author)
• Format: Electronic eBook
• Language: English
• Published: [Berkeley, CA] : Apress, [2021]
• Edition: Second edition.
• Subjects: Machine learning.; Python (Computer program language); Data mining.; elektronické knihy; electronic books
• ISBN: 9781484253649; 1484253647; 9781484253632
• Physical Description: 1 online resource (xvii, 306 pages) : illustrations

Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how w...

Table of Contents:

• Chapter 1
• Introduction Deep Learning
• Chapter 2
• Introduction to PyTorch
• Chapter 3- Feed Forward Networks
• Chapter 4
• Automatic Differentiation in Deep Learning
• Chapter 5
• Training Deep Neural Networks
• Chapter 6
• Convolutional Neural Networks
• Chapter 7
• Recurrent Neural Networks
• Chapter 8
• Recent advances in Deep Learning.