Offline: Free Your Mind from Smartphone and Social Media Stress


Imran Rashid - 2018
    In Offline, they deliver an eye-opening research-based journey into the world of tech giants, smartphones, social engineering, and subconscious manipulation. This provocative work shows you how digital devices change individuals and communities for better and worse.A must-read if you or your kids use smartphones or tablets and spend time browsing social networks, playing online games or even just browsing sites with news and entertainment.   Learn how to recognize ‘mind hacks’ and avoid the potentially disastrous side-effects of digital pollution. Unplug from the matrix. Learn digital habits that work for you.

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World


Pedro Domingos - 2015
    In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible.

Integrated Electronics: Analog And Digital Circuits And Systems


Jacob Millman - 1971
    

The Art of Statistics: How to Learn from Data


David Spiegelhalter - 2019
      Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.

Discourse Analysis


Barbara Johnstone - 2001
     Second edition of a popular introductory textbook, combining breadth of coverage, practical examples, and student-friendly features Includes new sections on metaphor, framing, stance and style, multimodal discourse, and Gricean pragmatics Considers a variety of approaches to the subject, including critical discourse analysis, conversation analysis, interactional and variationist sociolinguistics, ethnography, corpus linguistics, and other qualitative and quantitative methods Features detailed descriptions of the results of discourse analysts' work Retains and expands the useful student features, including discussion questions, exercises, and ideas for small research projects.

The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century


David Salsburg - 2001
    At a summer tea party in Cambridge, England, a guest states that tea poured into milk tastes different from milk poured into tea. Her notion is shouted down by the scientific minds of the group. But one man, Ronald Fisher, proposes to scientifically test the hypothesis. There is no better person to conduct such an experiment, for Fisher is a pioneer in the field of statistics.The Lady Tasting Tea spotlights not only Fisher's theories but also the revolutionary ideas of dozens of men and women which affect our modern everyday lives. Writing with verve and wit, David Salsburg traces breakthroughs ranging from the rise and fall of Karl Pearson's theories to the methods of quality control that rebuilt postwar Japan's economy, including a pivotal early study on the capacity of a small beer cask at the Guinness brewing factory. Brimming with intriguing tidbits and colorful characters, The Lady Tasting Tea salutes the spirit of those who dared to look at the world in a new way.

Syntactic Structures


Noam Chomsky - 1957
    It is not a mere reorganization of the data into a new kind of library catalogue, nor another specualtive philosophy about the nature of man and language, but rather a rigorus explication of our intuitions about our language in terms of an overt axiom system, the theorems derivable from it, explicit results which may be compared with new data and other intuitions, all based plainly on an overt theory of the internal structure of languages; and it may well provide an opportunity for the application of explicity measures of simplicity to decide preference of one form over another form of grammar.

The English Language: A Historical Introduction


Charles Laurence Barber - 1993
    The main theoretical and technical concepts of historical linguistics are also explained. Charles Barber uses familiar texts, including the English of King Alfred, Chaucer, Shakespeare, and Addison, to illustrate the state of the English language through time. This is a fascinating book for anyone with an interest in language.

An Intelligent Person's Guide to Education


Tony Little - 2015
    One of the most progressive and imaginative people in British education today he has hitherto kept a low profile. This book accompanies a three part television series to be screened on BBC 2 but differs from it significantly.There is a crisis in the British education system. Year on year GCSE and A Level pupils post better exam results, with more students achieving top grades. Yet business leaders and employers complain bitterly that our schools are not producing people fit for purpose. What we have become is a nation 'Over schooled and under educated'. Far from being locked in an ivory tower, a bastion of privilege, Mr Little has used his time as a teacher and headmaster to get to grips with fundamental questions concerning education. He wants to produce people fit to work in the modern world. How do children absorb information? What kind of people does society need? What is education for? Not only is the author one of the great reforming headmasters of our time but he has planted Academies in the East end of London, founded a state boarding school near Windsor and yet is a passionate advocate of single sex schools.This book is not a text book for colleges of education- it is a book to enlighten the teaching profession and just as much for anxious parents. The book is simply arranged under topics such as authority, expectations, progress, self-confidence, sex, crises and creativity.Tony Little thinks it is time to ask some fundamental questions, and to make brave decisions about how we make our schools and our schoolchildren fit for purpose.

The Numerati


Stephen Baker - 2008
    Now, in one of the greatest undertakings of the twenty-first century, a savvy group of mathematicians and computer scientists is beginning to sift through this data to dissect us and map out our next steps. Their goal? To manipulate our behavior -- what we buy, how we vote -- without our even realizing it.In this tour de force of original reporting and analysis, journalist Stephen Baker provides us with a fascinating guide to the world we're all entering -- and to the people controlling that world. The Numerati have infiltrated every realm of human affairs, profiling us as workers, shoppers, patients, voters, potential terrorists -- and lovers. The implications are vast. Our privacy evaporates. Our bosses can monitor and measure our every move (then reward or punish us). Politicians can find the swing voters among us, by plunking us all into new political groupings with names like "Hearth Keepers" and "Crossing Guards." It can sound scary. But the Numerati can also work on our behalf, diagnosing an illness before we're aware of the symptoms, or even helping us find our soul mate. Surprising, enlightening, and deeply relevant, The Numerati shows how a powerful new endeavor -- the mathematical modeling of humanity -- will transform every aspect of our lives. STEPHEN BAKER has written for BusinessWeek for over twenty years, covering Mexico and Latin America, the Rust Belt, European technology, and a host of other topics, including blogs, math, and nanotechnology. But he's always considered himself a foreign correspondent. This, he says, was especially useful as he met the Numerati. "While I came from the world of words, they inhabited the symbolic realms of math and computer science. This was foreign to me. My reporting became an anthropological mission." Baker has written for many publications, including the Wall Street Journal, the Los Angeles Times, and the Boston Globe. He won an Overseas Press Club Award for his portrait of the rising Mexican auto industry. He is the coauthor of blogspotting.net, featured by the New York Times as one of fifty blogs to watch.

The Book of Why: The New Science of Cause and Effect


Judea Pearl - 2018
    Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.

The Macrobiotic Path to Total Health: A Complete Guide to Preventing and Relieving More Than 200 Chronic Conditions and Disorders Naturally


Michio Kushi - 2003
    . . . Food transmutes directly into body, mind, and spirit . . . creates our day-to-day health and happiness.”—from The Macrobiotic Path to Total HealthEven in medical schools, alternative medicine is blossoming. Two thirds of them now offer courses in complementary healing practices, including nutrition. At the heart of this revolution is macrobiotics, a simple, elegant, and delicious way of eating whose health benefits are being confirmed at an impressive rate by researchers around the world.Macrobiotics is based on the laws of yin and yang—the complementary energies that flow throughout the universe and quicken every cell of our bodies and every morsel of the food we eat. Michio Kushi and Alex Jack, distinguished educators of the macrobiotic way, believe that almost every human ailment from the common cold to cancer can be helped, and often cured, by balancing the flow of energy (the ki) inside us. The most effective way to do this is to eat the right foods, according to our individual day-to-day needs. Now in this marvelous guide, they give us the basics of macrobiotic eating and living, and explain how to use this powerful source of healing to become healthier and happier, to prevent or relieve more than two hundred ailments, conditions, or disorders—both physical and psychological. This encyclopedic compendium of macrobiotic fundamentals, remedies, menus, and recipes takes into account the newest thinking and evolving practices within the macrobiotic community. The authors integrate all the information into a remarkable A to Z guide to macrobiotic healing—from AIDS, allergies, and arthritis, to cancer, diabetes, and heart disease. They also clearly explain what we need to know to start eating a true macrobiotic diet that will provide us with a complete balance of energy and nutrients. Living as we all do in environmental and climactic circumstances that are largely outside our personal control, it is vital that we follow a healthy lifestyle, including a flexible diet that we can adjust to meet our own individual needs. The Macrobiotic Path to Total Health gives us precisely the tools and the understanding we need to achieve this goal. Use it to build a strong, active body and a cheerful, resourceful mind.

Artificial Intelligence in Practice: How 50 Successful Companies Used AI and Machine Learning to Solve Problems


Bernard Marr - 2019
    Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.

Data and Goliath: The Hidden Battles to Collect Your Data and Control Your World


Bruce Schneier - 2015
    Your online and in-store purchasing patterns are recorded, and reveal if you're unemployed, sick, or pregnant. Your e-mails and texts expose your intimate and casual friends. Google knows what you’re thinking because it saves your private searches. Facebook can determine your sexual orientation without you ever mentioning it.The powers that surveil us do more than simply store this information. Corporations use surveillance to manipulate not only the news articles and advertisements we each see, but also the prices we’re offered. Governments use surveillance to discriminate, censor, chill free speech, and put people in danger worldwide. And both sides share this information with each other or, even worse, lose it to cybercriminals in huge data breaches.Much of this is voluntary: we cooperate with corporate surveillance because it promises us convenience, and we submit to government surveillance because it promises us protection. The result is a mass surveillance society of our own making. But have we given up more than we’ve gained? In Data and Goliath, security expert Bruce Schneier offers another path, one that values both security and privacy. He brings his bestseller up-to-date with a new preface covering the latest developments, and then shows us exactly what we can do to reform government surveillance programs, shake up surveillance-based business models, and protect our individual privacy. You'll never look at your phone, your computer, your credit cards, or even your car in the same way again.

The Tyranny of Metrics


Jerry Z. Muller - 2017
    But in our zeal to instill the evaluation process with scientific rigor, we've gone from measuring performance to fixating on measuring itself. The result is a tyranny of metrics that threatens the quality of our lives and most important institutions. In this timely and powerful book, Jerry Muller uncovers the damage our obsession with metrics is causing--and shows how we can begin to fix the problem.Filled with examples from education, medicine, business and finance, government, the police and military, and philanthropy and foreign aid, this brief and accessible book explains why the seemingly irresistible pressure to quantify performance distorts and distracts, whether by encouraging "gaming the stats" or "teaching to the test." That's because what can and does get measured is not always worth measuring, may not be what we really want to know, and may draw effort away from the things we care about. Along the way, we learn why paying for measured performance doesn't work, why surgical scorecards may increase deaths, and much more. But metrics can be good when used as a complement to--rather than a replacement for--judgment based on personal experience, and Muller also gives examples of when metrics have been beneficial.Complete with a checklist of when and how to use metrics, The Tyranny of Metrics is an essential corrective to a rarely questioned trend that increasingly affects us all.