Rage Inside the Machine: The Prejudice of Algorithms, and How to Stop the Internet Making Bigots of Us All


Robert Elliott Smith - 2019
    Frighteningly often, the influence of technology in and on our lives goes completely unchallenged by citizens and governments. We comfort ourselves with the soothing refrain that technology has no morals and can display no prejudice, and it's only the users of technology who distort certain aspects of it.But is this statement actually true? Dr Robert Smith thinks it is dangerously untrue in the modern era.Having worked in the field of artificial intelligence for over 30 years, Smith reveals the mounting evidence that the mechanical actors in our lives do indeed have, or at least express, morals: they're just not the morals of the progressive modern society that we imagined we were moving towards. Instead, as we are just beginning to see – in the US elections and Brexit to name but a few – there are increasing incidences of machine bigotry, greed and the crass manipulation of our basest instincts.It is easy to assume that these are the result of programmer prejudices or the product of dark forces manipulating the masses through the network of the Internet. But what if there is something more fundamental and explicitly mechanical at play, something inherent within technology itself?This book demonstrates how non-scientific ideas have been encoded deep into our technological infrastructure. Offering a rigorous, fresh perspective on how technology has brought us to this place, Rage Inside the Machine challenges the long-held assumption that technology is an apolitical and amoral force. Shedding light on little-known historical stories and investigating the complex connections between scientific philosophy, institutional prejudice and new technology, this book offers a new, honest and more truly scientific vision of ourselves.

Modern Technical Writing: An Introduction to Software Documentation


Andrew Etter - 2016
    Written by the lead technical writer at one of Silicon Valley's most exciting companies, Modern Technical Writing is a set of guiding principles and thoughtful recommendations for new and experienced technical writers alike. Not a reference manual, and not comprehensive, it instead serves as an introduction to a sensible writing and publishing process, one that has eluded the profession for too long.

Hands-On Machine Learning with Scikit-Learn and TensorFlow


Aurélien Géron - 2017
    Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

Smart Business: What Alibaba's Success Reveals about the Future of Strategy


Ming Zeng - 2018
    But they don't yet know what replaces it. As everyone and everything becomes more interconnected and digitized, how do you operate, compete, and win?Ming Zeng, the former Chief of Staff and strategy adviser to Alibaba Group's founder Jack Ma, explains how the latest technological developments, such as artificial intelligence, machine learning, the mobile internet, and cloud computing are redefining how value is created. Written especially for those outside the technology industry or the startup arena, this book introduces a simple, overarching framework to guide strategy formulation and execution in this data-rich and highly interactive environment.Revealing the revolutionary practices that he and his team have developed at Alibaba, Zeng shows how to: Automate decisions through machine learning Create products informed by real-time data from customers Determine the right strategic positioning to maximize value from platforms and suppliers Repurpose your organization to further human insight and enable creativity Lead your company's transformation into a smart businessWith insights into the strategies and tools used by leaders at Alibaba and other companies such as Ruhan and Red Collar, in a variety of industries from furniture making to banking to custom tailoring, Smart Business outlines a radically new approach to strategy that can be applied everywhe

The Coin Store: A True Story of Drug Cartels, Mobsters, Cops and Agents


Patrick Burns , Special Agent (Ret.) - 2016
    He was the King of Cocaine, the wealthiest and most violent criminal in the world. By the 1980s his Medellin Drug Cartel was responsible for smuggling several tons of cocaine into America each and every day, killing thousands of people along the way. The end result was hundreds of millions of dollars in cash profits. In response, and as part of President Reagan’s War on Drugs, Congress created the Money Laundering Act of 1986. The goal was to take the profit out of Escobar’s business. And the plan was working. Drug Money seizures went up. But as U.S. Agents became more and more efficient at finding the dirty cash, stashed inside ship bellies and truck beds at America’s ports and land borders, Pablo and other Cartel leaders sought a more efficient method to get their money back to Colombia. They found the solution in an unlikely place, a dusty back room of a tiny, rare coin shop in the small town of Cranston, Rhode Island. The shop owner was a young, local mobster who had already been laundering much of the Mob's stolen gold. With a few minor adjustments, his coin shop evolved into a springboard for a new venture, a billion dollar money laundering scheme. The Italian Mafia's stolen gold was used to dispose of the Colombian Cartel's dirty cash. It was the perfect scheme, brilliant. As his customer base grew, the young mobster, known as Fat Man, a.k.a. Mr. Cash, set up a string of phony gold shops crisscrossing America. The end result was one of the world's largest, most efficient money laundering networks. By some accounts, Fat Man laundered more than a billion dollars of drug profits for Pablo Escobar and the other Cartel leaders. This is the true story of how it all happened. It is a step –by- step view of how the scheme worked and how it was ultimately uncovered. This story reveals conventional and at times unconventional tactics used by the government in its three-year, worldwide investigation. It is also a behind-the-scenes look at Fat Man himself and his crew, as well as the agents and cops who pursued them. It was unlikely that Fat Man, a small town gangster, would ever become an international money launderer for the Colombian Drug Lords. But what was more unlikely was the fact that it took a rookie agent to finally uncover the scheme. And more unlikely than that was the fact that the rookie agent was Fat Man’s neighbor. Both were born within just a few days from each other, grew up just a few miles from each other, lived in similar blue-collar neighborhoods and even lived in all but identical homes. And both were influenced, in very different ways, by the New England Mob, which was headquartered nearby on Federal Hill in Providence, RI. While Fat Man relished a life of crime, I dreamed of becoming an agent. In 1987, while his scheme originally went unnoticed, I was at the Federal Law Enforcement Training Academy in southern Georgia. One year after the new Money Laundering Law was created, I began work as a new U.S. Treasury Agent. My first post of duty was Providence, RI. My first assignment was to follow a lead, a suspicious cash deposit at a local bank. It was originally considered to be a dead end, “keep busy” work for a new, inexperienced agent with little to do. But that changed when I followed the lead to Fat Man’s Coin Store. This is how it all happened.

Confessions of a Trauma Nurse


Arayah Sunshine - 2018
    You will rethink your entire perspective on the healthcare industry and their providers after reading this book. “Do yourself a favor and never give in to someone telling you that you need to smell something in the medical field.” -Nugget of wisdom from a trauma nurse. There is a lot about the healthcare industry and the medical profession, especially the workers that keep it functional that is unknown and shrouded in secrecy. If you’ve ever wondered how they deal with the things they’ve seen that will probably make you throw up your last meal and all the ones before that, then this book is for you. In Confessions of a Trauma Nurse, Arayah Sunshine gives a unique and rare peek into the daily activities of professionals in the healthcare industry with a fresh perspective never seen elsewhere or written down in this manner. Not for the weak-minded, this book gives a different spin on the realities of the medical profession. Taken from trauma nurses from different backgrounds with stories and anecdotes that will make you laugh, cringe-inducing horror stories, moments that will make you indignant and others that will bring you near tears, this book will take you on an emotional, yet insightful and enlightening roller coaster. Confessions of a Trauma Nurse is chock-full of lots of captivating thoughts, ideas, and comments that border deliciously on the edge of very dark humor. Some are as little as a sentence long, yet pack a punch so powerful that you will be thinking about them for hours, if not days. It also contains tips from the “pros” to avoid falling for the tricks and traps that healthcare providers set for themselves! But beware, once you’ve begun reading, you will not want to put this one down for even a minute, so make sure you’ve cleared your schedule for the day before delving into the psyche of trauma nurses. You might also want to make sure you can handle gross moments because this book contains a lot. If you’re a healthcare provider, then this is definitely a book you should add to your shelf. If you’re interested in the daily activities and thought processes of healthcare providers and trauma nurses, get this book. Scroll up and click the buy button now to get your copy of Confessions of a Trauma Nurse by Arayah Sunshine and get started on your way into the world of healthcare providers!

The Wright Brothers: by David McCullough | Summary & Analysis


aBookaDay - 2015
    The Wright Brothers is an historical narrative that draws on extensive archival materials, personal journals, and public records to tell the story of the Wright brothers as men of incredible character and determination along the road towards their significant contributions to aviation history. The summary parallels the structure of the book which is divided into three parts. The first part explores the period of the boys’ childhood through their work on flight testing various models of gliders. The second part picks up with the addition of the engine to the Wright planes and traces the brother’s work through the early stages of powered flight, roughly 1903 to 1908. Part three follows the brothers, now globally famous, through the years when they captured the most attention for their accomplishments. A central aspect of this historical account is the development of Orville and Wilbur Wright as individuals who showed fierce determination in the face of relentless setbacks. It also sheds light on their private nature and their deep bond as brothers. McCullough is a two time winner of the Pulitzer Prize for other historical works, Truman and John Adams. He also won the National Book Award twice and is a recipient of the Presidential Medal of Freedom. His educational background includes a degree in English Literature from Yale University. He is also a well-known narrator, as well as previous host of American Experience. Read more....

Live While You Can: A Memoir of Faith, Hope and the Power of Acceptance


Tony Coote - 2019
    Just a few short months later, he found himself confined to a wheelchair. But rather than succumbing to the darkness that threatened to overwhelm him in the days after his diagnosis, he drew on his powerful faith and unwavering belief in life and found a way to light, hope and acceptance.From growing up in Fairview, to serving in the dioceses in Ballymun and later Mount Merrion and Kilmacud, and his charity work while in UCD, Fr Tony takes us on the journey of his life and shows us how, through this devastating illness, he came to know the true meaning and nature of God's love.Sadly, Tony passed away on the 28 August 2019 but his memoir and his message of hope, strength and unwavering faith live on.'Our lives will never be measured in words spoken or success achieved but rather how we live and how our life has affected those around us.' Fr Tony Coote

Hands of an Angel, Mind of a Demon, Heart of a Saint: True Stories from a 10 Year Paramedic


David Chase Stone - 2017
    This tell-all story will put you on the front line of the reality of street paramedicine. From gruesome and violent encounters to making split-second decisions which may have cost a life, experience the emotional struggle our responders have to deal with on a daily basis. Through the highs and lows of his career, ten-year Paramedic David Stone doesn't hold back as he tells of the circumstances which haunted him and eventually drove him out of the career... and why it was all worth it in the end. Ride front seat with this thrill-packed memoir encompassing over a decade of true stories from the medic who experienced it.

15 Practical Tips to Improve Yourself


Paula Renaye - 2016
    So why aren’t we? The answer is generally pretty simple: What we say we want and what we do are two very different things. We say we want to be happy, but we make choices that bring us pain. We say we want our lives to be different, but we don’t do anything different. We talk a good game, but we don’t live it. This quick read summarizes some of the self-improvement strategies. We hope you are able to be honest with yourself and see the value in simply “saying it like it is.” When we take the courageous path and hold ourselves—and each other—accountable, we open the door to joy.So, take a deep breath and dive in!

Kids Don't Get Cancer: The Remarkably Inspiring Story of Michael Crossland


Michael Crossland - 2015
    This passion stems from his own story … Before Michael was even one year old, he was diagnosed with an aggressive cancer of the central nervous system – a tumour had taken over half of his tiny body. The chance of Michael surviving was virtually non-existent. He started chemotherapy at 1 year old and by his second birthday, doctors had basically given up all hope. His only hope was taking part in a drug trial program – a program of which Michael was the only participant to survive the treatment. Although he survived, he was left with some permanent scars – only one lung, a damaged heart and a sensitive immune system. Michael Crossland sets an example for all of us. He's a man who has faced (and still faces) extreme challenges in life, but he never gives up. And despite his own obstacles, he always puts others before himself and gives so much to people in need. A true inspiration. A true hero. About the Author: As one of Australia’s most sought after inspirational speakers Michael has defied the odds of a life threatening cancer to build his life of exceptional achievements. He is a regular inspirational speaker for corporations, schools, professional sporting organisations and universities throughout the world. In the last 12 months Michael has presented in front of over 250,000 people around the globe. His journey has been shared on many TV programs including Fox Sports, ABC, ChannelSeven & Nine networks, Full Potential TV, The Get Inspired Project, Inspire Me Today program and countless radio shows throughout America, Fiji and Australia. Along with his award winning program about his life on Australian Stories, Michael has also recently featured in a humanitarian documentary about the countless lives saved through his orphanage and school in Haiti that he is involved with. Diagnosed before his first birthday and spending over ¼ of his life in hospital, doctors told him school and sport were not options. Infection and fatigue were too great a risk, reaching his teenage years would be a miracle. His only wish was to lead a normal life and be able to do all the things that other kids took for granted every day. But he had a dream and the undying determination to achieve the impossible… No matter the size of the obstacles that lay ahead. Now, an accomplished businessman, National Ambassador for Camp Quality, Australian of the Year finalist, Australia Day Ambassador and international hall of fame inductee, Michael inspires people from all walks of life. It is no doubt he has a heart for giving and a skill to engage people from all walks of life. Within the last five years he has gone from being one of the youngest State Development Managers for one of the largest companies in the world, to running five banks then leaving his finance career to follow his dreams in making a global impact and he certainly has done that! Michael’s story “Field of Dreams” was documented on Australian Story, ABC TV television. Through this documentary, his message touched the hearts of a nation, with his story of how he overcame seemingly insurmountable obstacles to achieve success in both his personal and professional life.

Style: The Basics of Clarity and Grace


Joseph M. Williams - 2012
    A guidebook for those who want to write well.

PREGNANCY: What You Need To Know When You're Expecting - The Complete Pregnancy Guide For Moms And Dads (Pregnancy Books) (Pregnancy Books for First Time Moms Book 1)


Jyothi Shenoy - 2016
    Jyothi Shenoy explains EXACTLY what you need to do, why you need to do it, and when you need to do it...all in an easy to understand, step-by-step fashion. Inside this complete pregnancy guide, you will learn: - The 11 most important facts about pregnancy that all mom's and dad's need to know - The top 10 pregnancy myths - The most recent developments in obstetrics that will save you time and energy - The physical symptoms you will experience and the solutions - Dangerous pregnancy symptoms that should not be ignored - Diet and nutrition tips for a pregnant woman - Guidelines for safe exercises during pregnancy - How to handle the emotional roller coaster during pregnancy - The most current lifestyle trends in the pregnancy world - What’s hot and what's not for sex during pregnancy - How to juggle a busy career with your pregnancy - Travel tips for pregnant women - What a man needs to know about pregnancy - Safe skin-care products during pregnancy - What clothes you should and shouldn't wear during pregnancy - The packing list for the hospital or birth center

The Rule-Free Golf Swing: Improve your game with four simple pictures


Chris Riddoch - 2017
    If you want to stop struggling with endless mechanical swing rules, and instead harness the power of your innate skill-learning systems, this book shows you how. Here’s what you’ll learn: Why trying to obey mechanical swing rules blocks your improvement Why forcing your body through endless angles, positions and movements is unnatural and ineffective That the swing is a skill performed by a human, not a set of mechanics performed by a machine How a skill-based approach is more effective than a mechanics-based approach How focusing on your skill allows improved mechanics to fall into place How to swap dozens of swing positions for just a handful of more effective images How to transfer the skill you develop during practice to the course How you will improve whatever your level: beginner, intermediate or expert Stop fighting against millions of years of evolution!

DOUBT: The Madeleine McCann Mystery (Gone Girl Book 1)


Nick van der Leek - 2017
    We also know the original lead investigator, Goncalo Amaral’s, counter-narrative, now a legally defensible matter of public record. The questions that arise from these opposing narratives are dead simple: Which narrative is more credible? Which narrator is more credible? What was the motive behind all the publicity? Neither Madeleine nor her abductor ultimately benefited from the ongoing media barrage, so who did? True crime maestro, Nick van der Leek, plumbs quagmires of confusion and a thicket of thorny inconsistencies to probe what lies beneath: the psychologies. What is the significance of "doctors" as suspects? Did it matter or mean anything that the McCanns and their cabal of friends in the Algarve were mostly doctors? Peeling away the gossamer threads, over the course of just four days [April 29th – May 2nd], van der Leek intuits that very little was routine: not the weather, not where meals were eaten, not where or when they slept and not what they did as a family. But what were their routines when it came to other, murkier things, like sleeping patterns, cell phones and sedatives? Drawing intangibles out of the darkness, van der Leek sews the vexing loose ends from several conflicting stories into a definite - if not definitive - end-result.