Deep Learning for Coders with fastai and PyTorch

Deep Learning for Coders with fastai and PyTorch

Author: Jeremy Howard

Publisher: O'Reilly Media

Published: 2020-06-29

Total Pages: 624

ISBN-13: 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


Fast

Fast

Author: Millie Belizaire

Publisher:

Published: 2020-07-07

Total Pages: 364

ISBN-13:

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fast adj. 1. A girl or guy who is quick to engage in sexual activities. --Oftentimes used to shame. Oftentimes used to blame victims for their own abuse. After the untimely death of her mother, Caprice Latimore has to move in with her grandmother. At eight years old, life as she knows it is turned upside down. The trauma of losing her mother is made worse with the introduction of Marcel, her grandmother's adult son who still lives in the home. Her uncle Marcel takes an inappropriate interest in her that ultimately results in a tragic breaking point for the child. The only silver lining is that shortly after what Caprice calls "that night", Marcel is booked by local police with a drug possession charge. He's sentenced to prison for twelve years. Seven years later, however, Marcel is released on good behavior. Caprice is now sixteen, still dealing with the emotional scars of the past. But things aren't like they were before. Because now she has Shaun Taylor, the boy across the street who will do whatever it takes to make sure no one ever hurts Caprice again. fast is a standalone that spans twenty years. Separated into three acts, we watch Caprice grow from eight years old to sixteen years old to twenty-eight years old. She gets hurt, she falls in love, she grows, and she just might overcome. fast is a story written about victims who were made to feel like their abuse was their own fault. TRIGGER WARNINGS Child abuse, assault in prisons, mental instability, etc. Some themes touched upon in this story may trigger you. Please protect your mental health.


Hold Fast

Hold Fast

Author: Blue Balliett

Publisher: Scholastic Inc.

Published: 2013-03-01

Total Pages: 237

ISBN-13: 0545510198

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From NYT bestselling author Blue Balliett, the story of a girl who falls into Chicago's shelter system, and from there must solve the mystery of her father's strange disappearance. Where is Early's father? He's not the kind of father who would disappear. But he's gone . . . and he's left a whole lot of trouble behind.As danger closes in, Early, her mom, and her brother have to flee their apartment. With nowhere else to go, they are forced to move into a city shelter. Once there, Early starts asking questions and looking for answers. Because her father hasn't disappeared without a trace. There are patterns and rhythms to what's happened, and Early might be the only one who can use them to track him down and make her way out of a very tough place.With her signature, singular love of language and sense of mystery, Blue Balliett weaves a story that takes readers from the cold, snowy Chicago streets to the darkest corner of the public library, on an unforgettable hunt for deep truths and a reunited family.


Holding Fast

Holding Fast

Author: James A. McCann

Publisher: Russell Sage Foundation

Published: 2020-10-08

Total Pages: 179

ISBN-13: 1610448928

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The fight over immigration reform and immigrants’ rights in the U.S. has been marked by sharp swings in both public sentiment and official enforcement. In 2006, millions of Latino immigrants joined protests for immigration reform. Deferred Action for Childhood Arrivals, a policy granting work permits and protection from deportation to undocumented immigrants who entered the country before age 16, was enacted in 2012, despite a sharp increase in deportations during the Bush and Obama administrations. The 2016 election of Donald J. Trump prompted a surge in anti-immigrant sentiment which threatened DACA and other progressive immigration policies. In Holding Fast, political scientists James McCann and Michael Jones-Correa investigate whether and how these recent shifts have affected political attitudes and civic participation among Latino immigrants. ​ Holding Fast draws largely from a yearlong survey of Latino immigrants, including both citizens and noncitizens, conducted before and after the 2016 election. The survey gauges immigrants’ attitudes about the direction of the country and the emotional underpinnings of their political involvement. While survey respondents expressed pessimism about the direction of the United States following the 2016 election, there was no evidence of their withdrawal from civic life. Instead, immigrants demonstrated remarkable resilience in their political engagement, and their ties to America remained robust. McCann and Jones-Correa examine Latino immigrants’ trust in government as well as their economic concerns and fears surrounding possible deportations of family members and friends. They find that Latino immigrants who were concerned about the likelihood of deportation were more likely to express a lack of trust in government. Concerns about personal finances were less salient. Disenchantment with the U.S. government did not differ based on citizenship status, length of stay in America, or residence in immigrant-friendly states. Foreign-born Latinos who are naturalized citizens shared similar sentiments to those with fewer political rights, and immigrants in California, for example, express views similar to those in Texas. Addressing the potential influence immigrant voters may wield in in the coming election, the authors point to signs that the turnout rate for naturalized Latino immigrant may be higher than that for Latinos born in the United States. The authors further underscore the importance of the parties' platforms and policies, noting the still-tenuous nature of Latino immigrants’ affiliations with the Democratic Party. Holding Fast outlines the complex political situation in which Latino immigrants find themselves today. Despite well-founded feelings of anger, fear, and skepticism, in general they maintain an abiding faith in the promise of American democracy. This book provides a comprehensive account of Latino immigrants’ political opinions and a nuanced, thoughtful outlook on the future of Latino civic participation. It will be an important contribution to scholarly work on civic engagement and immigrant integration.


Stupid Fast

Stupid Fast

Author: Geoff Herbach

Publisher: Sourcebooks, Inc.

Published: 2011-06-01

Total Pages: 321

ISBN-13: 1402256302

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Just before his sixteenth birthday, Felton Reinstein has a sudden growth spurt that turns him from a small, jumpy, picked-on boy with the nickname of "Squirrel Nut" to a powerful athlete, leading to new friends, his first love, and the courage to confront his family's past and current problems.


The Ultimate Guide to the Daniel Fast

The Ultimate Guide to the Daniel Fast

Author: Kristen Feola

Publisher: Zondervan

Published: 2010-12-21

Total Pages: 226

ISBN-13: 0310416639

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With 21 devotionals and 100+ recipes, this book is your ultimate plan of action and toolbox as you commit to the Daniel Fast. You'll not only embrace healthier eating habits, you'll also discover a greater awareness of God's presence. Divided into three parts--fast, focus, and food--this book is your inspirational resource for pursuing a more intimate relationship with God as you eliminate certain foods such as sugars, processed ingredients, and solid fats from your diet for 21 days. Author Kristen Feola explains the Daniel Fast in easy-to-understand language, provides thought-provoking devotions for each day of the fast, and shares more than 100 tasty, easy-to-make recipes that follow fasting guidelines. In a conversational style, Feola helps you structure the fast so you can spend less time thinking about what to eat and more time focusing on God. As Feola writes, "When you want ideas on what to cook for dinner, you can quickly and easily find a recipe. When you feel weary, you can be refreshed through Bible verses and devotions. When you are struggling with staying committed, you can refer to the information and tools in this book to motivate you."


Night Falls Fast

Night Falls Fast

Author: Kay Redfield Jamison

Publisher: Vintage

Published: 2011-01-12

Total Pages: 449

ISBN-13: 0307779890

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Critical reading for parents, educators, and anyone wanting to understand the tragic epidemic of suicide—”a powerful book [that] will change people's lives—and, doubtless, save a few" (Newsday). The first major book in a quarter century on suicide—and its terrible pull on the young in particular—Night Falls Fast is tragically timely: suicide has become one of the most common killers of Americans between the ages of fifteen and forty-five. From the author of the best-selling memoir, An Unquiet Mind—and an internationally acknowledged authority on depression—Dr. Jamison has also known suicide firsthand: after years of struggling with manic-depression, she tried at age twenty-eight to kill herself. Weaving together a historical and scientific exploration of the subject with personal essays on individual suicides, she brings not only her remarkable compassion and literary skill but also all of her knowledge and research to bear on this devastating problem. This is a book that helps us to understand the suicidal mind, to recognize and come to the aid of those at risk, and to comprehend the profound effects on those left behind.


Fast Walking

Fast Walking

Author: Ron Laird

Publisher: Stackpole Books

Published: 2000

Total Pages: 100

ISBN-13: 9780811727587

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Illustrated guide to technique, exercise, training, racing, and judging by one of the most decorated race walkers in history.


The 40-Day Sugar Fast

The 40-Day Sugar Fast

Author: Wendy Speake

Publisher: Baker Books

Published: 2019-11-05

Total Pages: 214

ISBN-13: 1493419277

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What would you be willing to give up to experience the presence of God in your life again? Many of us sign up for a physical detox program, thinking that if our bodies are healthier, then we're healthier. But a healthy body doesn't do us a lot of good if we are spiritually malnourished. Welcome to the 40-Day Sugar Fast, a fast that begins with us giving Jesus our sugar and ends with Jesus giving us more of himself--the only thing that can ever truly satisfy our soul's deep hunger. On this 40-day journey you'll learn how to stop fixating on food and other things you use to fill the voids in life and instead fix your eyes on Christ. Anyone who runs to sugar for comfort or a reward, who eats mindlessly or out of boredom, who feels physically and spiritually lethargic, or who struggles with self-control will discover here not only freedom from their cravings but an entirely new appetite for the good things God has for us.


Fast Close

Fast Close

Author: Steven M. Bragg

Publisher: John Wiley & Sons

Published: 2009-03-16

Total Pages: 229

ISBN-13: 0470480769

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Praise for Fast Close: A Guide to Closing the Books Quickly "Steve captures the essence of the problems affecting the financial close process within corporations of all sizes; from the period close of subledgers and general ledger through financial reporting, and the relationship and interdependencies of governance, people and technology. A must-read for the corporate controller." —David Taylor, ACMA, MBA, VP Strategy, Trintech Inc. "Fast Close: A Guide to Closing the Books Quickly, Second Edition is a must-read for today's busy controllers. Steven Bragg points out everything that can be done outside the close that you just never realized didn't actually have to be part of the month-end close process! Very commonsensical approach!" —Kathleen Schneibel, mba, cpa, Controller/CFO for Hire, KMAS Consulting LLC "A well-executed 'fast close' can bring many valuable benefits to any company, from improving organizational performance to transforming accounting executives from financial historians to trusted advisors. In Fast Close, Second Edition, Steve systematically breaks down the steps required to achieve a fast close in both public and private companies, providing financial executives with tips, checklists, and a cost-effective road map to implement fast close procedures in virtually any company." —Matthew Posta, Esq., CPA, Vice President of Finance, Key Air, LLC FROM THE FIRST EDITION "This is an outstanding book in which Steve reveals his secrets to a fast close. Having personally experienced his (one-day) fast close for years and enjoyed the beneficial impact on my company, I highly recommend this book for all financial officers who desire to have a large, favorable impact on their company." —Richard V. Souders, President and CEO, Kaba Workforce Solutions