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Deep Learning with PyTorch
- Build, Train, and Tune Neural Networks Using Python Tools
- Narrado por: Mark Thomas
- Duración: 15 h y 26 m
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De: Tony F. Charles
Resumen del Editor
There are countless ways to put deep learning to good use: improved medical imaging, credit card fraud detection, long range weather forecasting. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you - and your deep-learning skills - become more sophisticated.
This book will make that journey engaging and fun.
About the technology
Although many deep learning tools use Python, the PyTorch library is truly Pythonic. Instantly familiar to anyone who knows PyData tools like NumPy and scikit-learn, PyTorch simplifies deep learning without sacrificing advanced features. It's excellent for building quick models, and it scales smoothly from laptop to enterprise. Because companies like Apple, Facebook, and JPMorgan Chase rely on PyTorch, it's a great skill to have as you expand your career options.
About the book
Deep Learning with PyTorch teaches you to create neural networks and deep learning systems with PyTorch. This practical book quickly gets you to work building a real-world example from scratch: a tumor image classifier. Along the way, it covers best practices for the entire DL pipeline, including the PyTorch Tensor API, loading data in Python, monitoring training, and visualizing results.
After covering the basics, the book will take you on a journey through larger projects.
What's inside
- Training deep neural networks
- Implementing modules and loss functions
- Utilizing pretrained models from PyTorch Hub
- Exploring code samples in Jupyter Notebooks
About the audience
For Python programmers with an interest in machine learning
About the authors
Eli Stevens had roles from software engineer to CTO and is currently working on machine learning in the self-driving-car industry. Luca Antiga is cofounder of an AI engineering company as well as a former PyTorch contributor. Thomas Viehmann is a PyTorch core developer and machine learning trainer and consultant.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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The grid is an accident of history and of culture, in no way intrinsic to how we produce, deliver and consume electrical power. Yet this is the system the United States ended up with, a jerry-built structure now so rickety and near collapse that a strong wind or a hot day can bring it to a grinding halt. The grid is now under threat from a new source: renewable and variable energy, which puts stress on its logics as much as its components.
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A disappointment
- De Ronald en 09-24-16
De: Gretchen Bakke
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This Is Not a Game with Marc Fennell
- De: Marc Fennell
- Narrado por: Marc Fennell
- Duración: 3 h y 19 m
- Versión completa
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This Is Not a Game is the extraordinary untold story of the internet’s first conspiracy theory, the legend of Ong’s Hat. Marc Fennell will dive deep into a previously unexplored world of tech hippies, eccentric web subcultures and simmering paranoia, uncovering how this tongue-in-cheek artistic experiment backfired on its creator and went on to influence much of what’s wrong with the internet today.
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WOW!
- De pondo en 05-09-24
De: Marc Fennell
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Slenderman
- Online Obsession, Mental Illness, and the Violent Crime of Two Midwestern Girls
- De: Kathleen Hale
- Narrado por: Therese Plummer
- Duración: 9 h y 31 m
- Versión completa
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On May 31, 2014, in the Milwaukee suburb of Waukesha, Wisconsin, two 12-year-old girls attempted to stab their classmate to death. Morgan Geyser and Anissa Weier’s violence was extreme, but what seemed even more frightening was that they committed their crime under the influence of a figure born by the internet: the so-called “Slenderman”. Yet the even more urgent aspect of the story, that the children involved suffered from undiagnosed mental illnesses, often went overlooked in coverage of the case.
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Excellent narration
- De Pink Amy en 08-21-22
De: Kathleen Hale
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Doom Guy
- Life in First Person
- De: John Romero
- Narrado por: John Romero
- Duración: 17 h y 4 m
- Versión completa
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Doom Guy: Life in First Person is the long-awaited autobiography of gaming’s original rock star and the cocreator of DOOM, Quake, and Wolfenstein—some of the most recognizable and important titles in video game history. Credited with the invention of the first-person shooter, a genre that continues to dominate the market today, he is gaming royalty. Told in remarkable detail, a byproduct of his hyperthymesia, Romero recounts his storied career.
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Intimate stories of gaming history in First Person
- De Emyli en 07-28-23
De: John Romero
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Prediction Machines
- The Simple Economics of Artificial Intelligence
- De: Ajay Agrawal, Joshua Gans, Avi Goldfarb
- Narrado por: LJ Ganser
- Duración: 7 h y 50 m
- Versión completa
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Artificial intelligence does the seemingly impossible - driving cars, trading stocks, and teaching children. But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.
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Not sure what I was expecting, but underwhelmed
- De William J Brown en 09-27-18
De: Ajay Agrawal, y otros
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Surveillance Valley
- The Secret Military History of the Internet
- De: Yasha Levine
- Narrado por: LJ Ganser
- Duración: 10 h y 42 m
- Versión completa
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In this fascinating book, investigative reporter Yasha Levine uncovers the secret origins of the Internet, tracing it back to a Pentagon counterinsurgency surveillance project. With deep research, skilled storytelling, and provocative arguments, Surveillance Valley will change the way you think about the news - and the device on which you read it.
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Profound look at the internet and surveillance
- De stuartjash en 04-06-18
De: Yasha Levine
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No Place to Hide
- Edward Snowden, the NSA, and the U.S. Surveillance State
- De: Glenn Greenwald
- Narrado por: L. J. Ganser
- Duración: 9 h y 49 m
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General
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Historia
In May 2013, Glenn Greenwald set out for Hong Kong to meet an anonymous source who claimed to have astonishing evidence of pervasive government spying and insisted on communicating only through heavily encrypted channels. That source turned out to be the 29-year-old NSA contractor Edward Snowden, and his revelations about the agency’s widespread, systemic overreach proved to be some of the most explosive and consequential news in recent history, triggering a fierce debate over national security....
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Best Read in Print Format
- De Alfredo Ramirez en 11-22-14
De: Glenn Greenwald
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Early True Believers
- The Untold Story of Silicon Alley
- De: Vanessa Grigoriadis, Adam Fisher
- Narrado por: Vanessa Grigoriadis
- Duración: 4 h y 23 m
- Grabación Original
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Early True Believers: The Untold Story of Silicon Alley is a 1990s saga of ambition and innovation set in Manhattan’s Silicon Alley, a swath of downtown that served as New York City’s nerve center of tech entrepreneurship. The series features the stories of a forgotten cohort of early internet visionaries, countercultural social networks, the digital gold rush, and the lavish events that came with it, including one held in an underground Tribeca bunker that abruptly ended in a police raid—a harbinger of the upheaval to come.
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What I Never Knew
- De Charlotte Lovegrove en 08-15-24
De: Vanessa Grigoriadis, y otros
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Glow Kids
- How Screen Addiction Is Hijacking Our Kids - and How to Break the Trance
- De: Nicholas Kardaras PhD
- Narrado por: Jonathan Davis
- Duración: 11 h y 5 m
- Versión completa
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General
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Narración:
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Historia
In Glow Kids, Dr. Nicholas Kardaras will examine how technology - more specifically, age-inappropriate screen tech, with all of its glowing ubiquity - has profoundly affected the brains of an entire generation. Brain imaging research is showing that stimulating glowing screens are as dopaminergic (dopamine activating) to the brain’s pleasure center as sex. And a growing mountain of clinical research correlates screen tech with disorders like ADHD, addiction, anxiety, depression, increased aggression, and even psychosis.
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Fear Mongering - a modern day Mazes and Monsters
- De Veronica en 11-03-20
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Social Media Marketing Workbook: 2024 Edition - How to Use Social Media for Business
- De: Jason McDonald PhD
- Narrado por: Michael Goodrick
- Duración: 14 h y 37 m
- Versión completa
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General
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Historia
Learn social media marketing in plain English—step by step! Buy the workbook used at Stanford Continuing Studies to teach social media marketing for business. The 2023 updated edition—all info verified and a new chapter on TikTok, plus revisions on LinkedIn, Facebook, and other major platforms....
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Great SM Reference
- De Anne en 12-31-18
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The Box
- How the Shipping Container Made the World Smaller and the World Economy Bigger
- De: Marc Levinson
- Narrado por: Adam Lofbomm
- Duración: 12 h y 20 m
- Versión completa
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In April 1956, a refitted oil tanker carried 58 shipping containers from Newark to Houston. From that modest beginning, container shipping developed into a huge industry that made the boom in global trade possible. The Box tells the dramatic story of the container's creation, the decade of struggle before it was widely adopted, and the sweeping economic consequences of the sharp fall in transportation costs that containerization brought about.
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Fascinating Topic sometimes lost in minutiae
- De zombie64 en 07-15-14
De: Marc Levinson
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Millennium
- From Religion to Revolution: How Civilization Has Changed over a Thousand Years
- De: Ian Mortimer
- Narrado por: John Lee
- Duración: 15 h y 14 m
- Versión completa
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General
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Narración:
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Historia
In Millennium, best-selling historian Ian Mortimer takes the listener on a whirlwind tour of the last 10 centuries of Western history. It is a journey into a past vividly brought to life and bursting with ideas, that pits one century against another in his quest to measure which century saw the greatest change. We journey from a time when there was a fair chance of your village being burned to the ground by invaders - and dried human dung was a recommended cure for cancer - to a world in which explorers sailed into the unknown and civilizations came into conflict.
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Bad ending - literally
- De John Gordon en 12-14-16
De: Ian Mortimer
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Lo que los oyentes dicen sobre Deep Learning with PyTorch
Calificaciones medias de los clientesReseñas - Selecciona las pestañas a continuación para cambiar el origen de las reseñas.
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Historia
- Actionwatcher
- 08-15-23
Absolutely not suitable for audio
Audio version is not suitable for textbooks like this. The printed version of the book heavily relies on pictures, and code, which completely omitted in the audio version.
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