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Deep learning for coders with fastai and PyTorch /

Deep learning has the reputation as an exclusive domain for math PhDs. Not so. With this book, programmers comfortable with Python will learn how to get started with deep learning right away. Using PyTorch and the fastai deep learning library, you'll learn how to train a model to accomplish a w...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Howard, Jeremy (Author), Gugger, Sylvain (Author)
Corporate Author: Safari, an O'Reilly Media Company
Format: Electronic eBook
Language:Inglés
Published: Sebastopol, CA : O'Reilly Media, Inc., [2020]
Edition:1st edition.
Subjects:
Online Access:Texto completo (Requiere registro previo con correo institucional)
Description
Summary:Deep learning has the reputation as an exclusive domain for math PhDs. Not so. With this book, programmers comfortable with Python will learn how to get started with deep learning right away. Using PyTorch and the fastai deep learning library, you'll learn how to train a model to accomplish a wide range of tasks-including computer vision, natural language processing, tabular data, and generative networks. At the same time, you'll dig progressively into deep learning theory so that by the end of the book you'll have a complete understanding of the math behind the library's functions.
Physical Description:1 online resource
ISBN:9781492045472
1492045470