Deep Learning for Coders with fastai and PyTorch

Deep Learning for Coders with fastai and PyTorch
Author: Jeremy Howard
Publisher: O'Reilly Media
Total Pages: 624
Release: 2020-06-29
Genre: Computers
ISBN: 1492045497


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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. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala


Deep Learning for Coders with fastai and PyTorch
Language: en
Pages: 624
Authors: Jeremy Howard
Categories: Computers
Type: BOOK - Published: 2020-06-29 - Publisher: O'Reilly Media

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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
Fast-Forward Family
Language: en
Pages: 314
Authors: Elinor Ochs
Categories: Social Science
Type: BOOK - Published: 2013-03-01 - Publisher: Univ of California Press

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Called "the most unusually voyeuristic anthropology study ever conducted" by the New York Times, this groundbreaking book provides an unprecedented glimpse into
US Fast Battleships 1938–91
Language: en
Pages: 96
Authors: Lawrence Burr
Categories: History
Type: BOOK - Published: 2011-12-20 - Publisher: Bloomsbury Publishing

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In 1938, the United States abandoned the constraints imposed by the Washington Teaty and began work on a new class of super-battleships. This book covers the de
The Fast Track to Your Technician Class Ham Radio License
Language: en
Pages: 0
Authors: Michael Burnette
Categories: Amateur radio stations
Type: BOOK - Published: 2014-10-17 - Publisher: Createspace Independent Publishing Platform

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Memorizing answers is hard. Learning is easy! The Fast Track to Your Technician Ham Radio License explains the reasoning and technology behind each correct answ
The Fast Track to Your General Class Ham Radio License
Language: en
Pages: 373
Authors: Michael Burnette
Categories:
Type: BOOK - Published: 2019-05-08 - Publisher:

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This is the edition to purchase if you plan to take your General Exam after July 1, 2019. If your plan is to take it before then, please see the earlier edition