Deep Learning for Coders with fastai and PyTorch

AI Applications Without a PhD



Bookstore > Books > Deep Learning for Coders with fastai and PyTorch

Price$45.49 - $48.75
Rating
AuthorsJeremy Howard, Sylvain Gugger
PublisherO'Reilly Media
Published2020
Pages624
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101492045527
ISBN-139781492045526
EBook Hardcover Paperback

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications.

Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You'll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes.




5 5 314

Similar Books


Deep Learning for Natural Language Processing

Deep Learning for Natural Language Processing

by Palash Goyal, Sumit Pandey, Karan Jain

Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory networks, and sequence-2-sequence models.You'll start by covering the mathematical prerequisites and the fundamentals of deep learning and NLP...

Price:  $31.93  |  Publisher:  Apress  |  Release:  2018

Hands-On Deep Learning for Images with TensorFlow

Hands-On Deep Learning for Images with TensorFlow

by Will Ballard

TensorFlow is Google's popular offering for machine learning and deep learning, quickly becoming a favorite tool for performing fast, efficient, and accurate deep learning tasks.Hands-On Deep Learning for Images with TensorFlow shows you the practical implementations of real-world projects, teaching you how to leverage TensorFlow...

Price:  $24.99  |  Publisher:  Packt Publishing  |  Release:  2018

Applied Deep Learning with TensorFlow 2, 2nd Edition

Applied Deep Learning with TensorFlow 2, 2nd Edition

by Umberto Michelucci

Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.This book is designed so that you can focus on the parts you are int...

Price:  $48.23  |  Publisher:  Apress  |  Release:  2022

Deep Learning with R

Deep Learning with R

by Francois Chollet, J. J. Allaire

Machine learning has made remarkable progress in recent years. Deep-learning systems now enable previously impossible smart applications, revolutionizing image recognition and natural-language processing, and identifying complex patterns in data. The Keras deep-learning library provides data scientists and developers working in R a state-...

Price:  $13.66  |  Publisher:  Manning  |  Release:  2018

Deep Learning with Applications Using Python

Deep Learning with Applications Using Python

by Navin Kumar Manaswi

Build deep learning applications, such as computer vision, speech recognition, and chatbots, using frameworks such as TensorFlow and Keras. This book helps you to ramp up your practical know-how in a short period of time and focuses you on the domain, models, and algorithms required for deep learning applications. Deep Learning with Appli...

Price:  $39.99  |  Publisher:  Apress  |  Release:  2018

R Deep Learning Essentials, 2nd Edition

R Deep Learning Essentials, 2nd Edition

by Mark Hodnett, Joshua F. Wiley

Deep learning is a powerful subset of machine learning that is very successful in domains such as computer vision and natural language processing (NLP). This second edition of R Deep Learning Essentials will open the gates for you to enter the world of neural networks by building powerful deep learning models using the R ecosystem.This bo...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Java Deep Learning Projects

Java Deep Learning Projects

by Md. Rezaul Karim

Java is one of the most widely used programming languages. With the rise of deep learning, it has become a popular choice of tool among data scientists and machine learning experts.Java Deep Learning Projects starts with an overview of deep learning concepts and then delves into advanced projects. You will see how to build several project...

Price:  $49.99  |  Publisher:  Packt Publishing  |  Release:  2018

Deep Learning Pipeline

Deep Learning Pipeline

by Hisham El-Amir, Mahmoud Hamdy

Build your own pipeline based on modern TensorFlow approaches rather than outdated engineering concepts. This book shows you how to build a deep learning pipeline for real-life TensorFlow projects. You'll learn what a pipeline is and how it works so you can build a full application easily and rapidly. Then troubleshoot and overcome b...

Price:  $30.93  |  Publisher:  Apress  |  Release:  2020