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

The World Is Our Course

The World Is Our Course
Author: Jerry Bailey
Publisher: Wheatmark, Inc.
Total Pages: 142
Release: 2007-07
Genre:
ISBN: 1587368625

The founder of Bailey Golf Tours discusses where to play some of the finer courses around the world, while allowing time for the local sights. He also recounts some of the more amusing adventures he has had while golfing and traveling.

The Crash Course

The Crash Course
Author: Chris Martenson
Publisher: John Wiley & Sons
Total Pages: 336
Release: 2011-02-14
Genre: Business & Economics
ISBN: 1118013123

The next twenty years will be completely unlike the last twenty years. The world is in economic crisis, and there are no easy fixes to our predicament. Unsustainable trends in the economy, energy, and the environment have finally caught up with us and are converging on a very narrow window of time—the "Twenty-Teens." The Crash Course presents our predicament and illuminates the path ahead, so you can face the coming disruptions and thrive--without fearing the future or retreating into denial. In this book you will find solid facts and grounded reasoning presented in a calm, positive, non-partisan manner. Our money system places impossible demands upon a finite world. Exponentially rising levels of debt, based on assumptions of future economic growth to fund repayment, will shudder to a halt and then reverse. Unfortunately, our financial system does not operate in reverse. The consequences of massive deleveraging will be severe. Oil is essential for economic growth. The reality of dwindling oil supplies is now internationally recognized, yet virtually no developed nations have a Plan B. The economic risks to individuals, companies, and countries are varied and enormous. Best-case, living standards will drop steadily worldwide. Worst-case, systemic financial crises will toss the world into jarring chaos. This book is written for those who are motivated to learn about the root causes of our predicaments, protect themselves and their families, mitigate risks as much as possible, and control what effects they can. With challenge comes opportunity, and The Crash Course offers a positive vision for how to reshape our lives to be more balanced, resilient, and sustainable.

Riches for the Poor

Riches for the Poor
Author: Earl Shorris
Publisher: W. W. Norton & Company
Total Pages: 292
Release: 2000
Genre: Education
ISBN: 9780393320664

In this groundbreaking work, Shorris examines the nature of poverty in America today--addressing such issues as why people are poor and why they stay poor--and offers a unique solution to the problem. Print features.

Finding Our Course, Collision Course Duet

Finding Our Course, Collision Course Duet
Author: Ahren Sanders
Publisher: Createspace Independent Publishing Platform
Total Pages: 404
Release: 2017-10-22
Genre:
ISBN: 9781983837739

I fell in love with my brother's best friend the first time I laid eyes on him. He walked through the door, flashing me a crooked smile with his blue eyes shining bright. I knew in that instant, he was the man of my dreams. As the years went on, my feelings grew stronger, waiting for the day he'd see me as more. "Devon Harris, when you turn eighteen, I hope to God you still feel this way." Bryce whispered sweetly, hugging me close. "I will." I vowed, knowing this was a promise I'd keep. Then the unthinkable happened. Bryce shattered my heart into a million pieces, leaving me devastated beyond repair. I took the only choice I had, leaving behind my dreams of him and any chance at a future together. Time and distance did little to heal my heartache, but I forced myself to move on. Right when my life starts to make sense, Bryce returns. I tell him it's too late, but he's determined to prove me wrong. Together, we're thrust into a world of undying passion, unrelenting devotion, and promises of a future worth fighting for. But life has a way of threatening even the most solid foundation and our bonds are tested. Can we really have it all? We find ourselves facing obstacles and decisions that change the course of our lives-forever. For the first time ever you can read the epic love story of Bryce and Devon in one edition.

Finishing Our Course with Joy

Finishing Our Course with Joy
Author: J. I. Packer
Publisher: Crossway
Total Pages: 114
Release: 2014-01-31
Genre: Religion
ISBN: 1433541092

Thinning hair, failing eyesight, and arthritic hands reveal an inescapable truth: we're only getting older. But that doesn't mean we should simply sit back and take it easy. In Finishing Our Course with Joy, renowned theologian and author J. I. Packer challenges us to embrace old age as an opportunity for continued learning, careful planning, and heartfelt discipleship. Packer's pastoral words and personal stories encourage us to press on toward the upward call of God with endurance and grace—that we might continue to glorify God in our aging and finish our lives with joy.

Learning How to Learn

Learning How to Learn
Author: Barbara Oakley, PhD
Publisher: Penguin
Total Pages: 258
Release: 2018-08-07
Genre: Juvenile Nonfiction
ISBN: 052550446X

A surprisingly simple way for students to master any subject--based on one of the world's most popular online courses and the bestselling book A Mind for Numbers A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying. We all have the tools to learn what might not seem to come naturally to us at first--the secret is to understand how the brain works so we can unlock its power. This book explains: Why sometimes letting your mind wander is an important part of the learning process How to avoid "rut think" in order to think outside the box Why having a poor memory can be a good thing The value of metaphors in developing understanding A simple, yet powerful, way to stop procrastinating Filled with illustrations, application questions, and exercises, this book makes learning easy and fun.

How to Pray

How to Pray
Author: Pete Greig
Publisher: NavPress
Total Pages: 272
Release: 2019-10-01
Genre: Religion
ISBN: 1641581905

Pete Greig is a worldwide authority and the face of a generation when it comes to prayer. One of the founders of the 24-7 prayer movement, he has seen, experienced, and chronicled amazing works of God in the world. While you might imagine him to be puffed up, Pete Greig is entirely the opposite. He is enchanting, down-to-earth, friendly, and most of all, very normal–and yet he tells preposterous tales about prayer (and they’re true). He is basically a regular dude who loves to talk with God. How to Pray is written to evoke a passion for prayer in everyone—the committed follower of Jesus as well as the skeptic and the scared. The enormous blessing of How to Pray is that it is accessible, full of surprising stories of answered prayer, and tremendously engaging. The basic idea is that prayer is a conversation between you and God. Pete Greig demystifies and reenchants prayer, helping you to find prayer achievable and enjoyable, and ultimately life-giving and life-changing. How to Pray is designed to be used together with The Prayer Course (a free video curriculum associated with the Alpha course), making it useful for personal and group or church-wide reading.

Tails of the Secret Peacock: We Chart Our Course

Tails of the Secret Peacock: We Chart Our Course
Author: Lynn K. Kilbride
Publisher: Wipf and Stock Publishers
Total Pages: 590
Release: 2021-12-30
Genre: Fiction
ISBN: 1666734217

The seven gifts of the Holy Spirit are complete in this novel with the addition of Understanding, Knowledge, and Good Counsel. As they begin their mission of restoring the fortunes of families devastated by the French Revolution, along the way they learn self-defense with cloistered nuns, attend a lush masquerade, and encounter their first enemy: a sinister thief who will do anything to acquire the hidden war chest of Napoleon himself.