Inside Deep Learning: Math, Algorithms, Models
Inside Deep Learning: Math, Algorithms, Models
Author: Edward Raff
Narrator: n/a
English | 2022 | ISBN: 9781617298639 | MP3@64 kbps | Duration: 15h 35m | 1.23 GB
Author: Edward Raff
Narrator: n/a
English | 2022 | ISBN: 9781617298639 | MP3@64 kbps | Duration: 15h 35m | 1.23 GB
Journey through the theory and practice of modern deep learning, and apply innovative techniques to solve everyday data problems.
In Inside Deep Learning, you will learn how to:
Implement deep learning with PyTorch
Select the right deep learning components
Train and evaluate a deep learning model
Fine tune deep learning models to maximize performance
Understand deep learning terminology
Adapt existing PyTorch code to solve new problems
Inside Deep Learning is an accessible guide to implementing deep learning with the PyTorch framework. It demystifies complex deep learning concepts and teaches you to understand the vocabulary of deep learning so you can keep pace in a rapidly evolving field. No detail is skipped—you’ll dive into math, theory, and practical applications. Everything is clearly explained in plain English.