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

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:
Total Pages: 364
Release: 2020-07-07
Genre:
ISBN:

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.
Total Pages: 237
Release: 2013-03-01
Genre: Juvenile Fiction
ISBN: 0545510198

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
Total Pages: 179
Release: 2020-10-08
Genre: Political Science
ISBN: 1610448928

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.
Total Pages: 321
Release: 2011-06-01
Genre: Juvenile Fiction
ISBN: 1402256302

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
Total Pages: 226
Release: 2010-12-21
Genre: Religion
ISBN: 0310416639

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
Total Pages: 449
Release: 2011-01-12
Genre: Psychology
ISBN: 0307779890

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 Close

Fast Close
Author: Steven M. Bragg
Publisher: John Wiley & Sons
Total Pages: 229
Release: 2009-03-16
Genre: Business & Economics
ISBN: 0470480769

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

Eat, Fast, Feast

Eat, Fast, Feast
Author: Jay W. Richards
Publisher: HarperCollins
Total Pages: 330
Release: 2020-01-07
Genre: Religion
ISBN: 0062905228

The New York Times bestselling author and senior fellow at the Discovery Institute blends science and religion in this thoughtful guide that teaches modern believers how to use the leading wellness trend today—intermittent fasting—as a means of spiritual awakening, adopting the traditions our Christians ancestors practiced for centuries into daily life. Wellness minded people today are increasingly turning to intermittent fasting to bolster their health. But we aren’t the first people to abstain from eating for a purpose. This routine was a common part of our spiritual ancestors’ lives for 1,500 years. Jay Richards argues that Christians should recover the fasting lifestyle, not only to improve our bodies, but to bolster our spiritual health as well. In Eat, Fast, Feast, he combines forgotten spiritual wisdom on fasting and feasting with the burgeoning literature on ketogenic diets and fasting for improved physical and mental health. Based on his popular series “Fasting, Body and Soul” in The Stream, Eat, Fast, Feast explores what it means to substitute our hunger for God for our hunger for food, and what both modern science and the ancient monastics can teach us about this practice. Richards argues that our modern diet—heavy in sugar and refined carbohydrates—locks us into a metabolic trap that makes fasting unfruitful and our feasts devoid of meaning. The good news, he reveals, is that we are beginning to resist the tyranny of processed foods, with millions of people pursuing low carb, ketogenic, paleo, and primal diets. This growing body of experts argue that eating natural fat and fasting is not only safe, but far better than how we eat today. Richards provides a 40-day plan which combines a long-term “nutritional ketosis” with spiritual disciplines. The plan can be used any time of the year or be adapted to a penitential season on the Christian calendar, such as Advent or Lent. Synthesizing recent science with ancient wisdom, Eat, Fast, Feast brings together the physical, mental, and spiritual benefits of intermittent fasting to help Christians improve their lives and their health, and bring them closer to God.

The 40-Day Sugar Fast

The 40-Day Sugar Fast
Author: Wendy Speake
Publisher: Baker Books
Total Pages: 214
Release: 2019-11-05
Genre: Religion
ISBN: 1493419277

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.