Now he offers his most important book yet, a guide to making big career changes—by choice or necessity—and escaping the horrible feeling of being trapped in the wrong job.Acuff finds it amazing that people spend more than eighteen years studying and preparing for college, but little or no time honing their careers between graduation and retirement. He offers an empowering tool he calls the Career Savings Account, which will change the way readers think about their skills, relationships, character, and work ethic. He also shows that if you’re on the wrong track, you already have what you need to change it—even if your family and mortgage mean you can’t simply pick up and move for a new opportunity.Throughout the book, Acuff features inspiring and funny true stories—not merely his own, but those of friends who restarted their careers after a layoff, an extended maternity leave, or simply the realization that they were suffering fifty weeks a year just to pay the bills and enjoy two weeks of vacation. Everyone can benefit from Do Over, from new graduates to fiftysomethings and beyond.

    The secret for creating magic in our careers, our organizations, and our lives is simple: outstanding leadership--the kind that inspires employees, delights customers, and achieves extraordinary business results. No one knows more about this kind of leadership than Lee Cockerell, the man who ran Walt Disney World(R) Resort operations for over a decade. And in Creating Magic, he shares the leadership principles that not only guided his own journey from a poor farm boy in Oklahoma to the head of operations for a multibillion dollar enterprise, but that also soon came to form the cultural bedrock of the world's number one vacation destination. But as Lee demonstrates, great leadership isn't about mastering impossibly complex management theories. We can all become outstanding leaders by following the ten practical, common sense strategies outlined in this remarkable book. As straightforward as they are profound, these leadership lessons include: Everyone is important.Make your people your brand. Burn the free fuel: appreciation, recognition, and encouragement. Give people a purpose, not just a job. Combining surprising business wisdom with insightful and entertaining stories from Lee's four decades on the front lines of some of the world's best-run companies, Creating Magic shows all of us - from small business owners to managers at every level - how to become better leaders by infusing quality, character, courage, enthusiasm, and integrity into our workplace and into our lives.

    His guests were some of the top performing humans in the world, people who had changed their areas of study or even pioneered entirely new fields. Dave wanted to know: What did they have in common? What mattered most to them? What made them so successful—and what made them tick? At the end of each interview, Dave asked the same question: “What are your top three recommendations for people who want to perform better at being human?”After performing a statistical analysis of the answers, he found that the wisdom gleaned from these highly successful people could be distilled into three main objectives: finding ways to become smarter, faster, and happier. Game Changers is the culmination of Dave’s years-long immersion in these conversations, offering 46 science-backed, high performance “laws” that are a virtual playbook for how to get better at life.With anecdotes from game changers like Dr. Daniel Amen, Gabby Bernstein, Dr. David Perlmutter, Arianna Huffington, Esther Perel, and Tim Ferris as well as examples from Dave’s own life, Game Changers offers readers practical advice they can put into action to reap immediate rewards. From taming fear and anxiety to making better decisions, establishing high-performance habits, and practicing gratitude and mindfulness, Dave brings together the wisdom of today’s game-changers to help everyone kick more ass at life.

    Writing with humour, humanity and solid scientific information reminiscent of Stumbling on Happiness and Freakonomics, Piers Steel explains why we knowingly and willingly put off a course of action despite recognizing we'll be worse off for it.For those who surf the Web instead of finishing overdue assignments, who always say diets start tomorrow, who stay up late watching TV to put off going to sleep, The Procrastination Equation explains why we do what we do — or in this case don't — and why in Western societies we're in the midst of an escalating procrastination epidemic.Dr. Piers Steel takes on the myths and misunderstandings behind procrastination and motivation — showing us how procrastination affects our lives, health, careers and happiness and what we can do about it. With accessible prose and the benefits of new scientific research, he provides insight into why we procrastinate even though the result is that we are less happy, healthy, even wealthy. Who procrastinates and why? How many ways, big and small, do we procrastinate? How can we stop doing it? The reasons are part cultural, part psychological, part biological. And, with a million new ways to distract ourselves in the digitized world — all of which feed on our built-in impulsiveness — more of us are potentially damaging ourselves by putting things off. But Steel not only analyzes the factors that weigh us down but the things that motivate us — including understanding the value of procrastination.

    presents his do-it-yourself program for increasing reading speed and boosting comprehension. This program distills fundamental principles and skills chat can be learned at home with the help of the drills and exercises provided. And because it lets readers choose their own materials and set their own pace, it's the ideal method for busy people juggling a full schedule.Peter Kump, a rapid reading expert, has been Director of Peter Kump Reading Consultants for over twenty years. He has taught rapid reading to White House staff, corporate groups, and individuals. He lives in New York City.

    The rules? No marketing budget, no PR stunts, and it must be sustainably successful. No short-term fads.This is not a game of chance. It is a game of skill and strategy.And it begins with a single question: given competing products of equal pricing, promotion, and perceived quality, why does one outsell the others?The answer doesn’t live in the sustainably successful products or services. The answer lives in those who use them.Our goal is to craft a strategy for creating successful users. And that strategy is full of surprising, counter-intuitive, and astonishingly simple techniques that don’t depend on a massive marketing or development budget. Techniques typically overlooked by even the most well-funded, well-staffed product teams.Every role is a key player in this game. Product development, engineering, marketing, user experience, support—everyone on the team. Even if that team is a start-up of one. Armed with a surprisingly overlooked science and a unique POV, we can can reduce the role of luck. We can build sustainably successful products and services that rely not on unethical persuasive marketing tricks but on helping our users have deeper, richer experiences. Not just in the moments while they’re using our product but, more importantly, in the moments when they aren’t.

    If you're looking for a book like that, put this one back on the shelf.Rework shows you a better, faster, easier way to succeed in business. Read it and you'll know why plans are actually harmful, why you don't need outside investors, and why you're better off ignoring the competition. The truth is, you need less than you think. You don't need to be a workaholic. You don't need to staff up. You don't need to waste time on paperwork or meetings. You don't even need an office. Those are all just excuses.  What you really need to do is stop talking and start working. This book shows you the way. You'll learn how to be more productive, how to get exposure without breaking the bank, and tons more counterintuitive ideas that will inspire and provoke you.With its straightforward language and easy-is-better approach, Rework is the perfect playbook for anyone who’s ever dreamed of doing it on their own. Hardcore entrepreneurs, small-business owners, people stuck in day jobs they hate, victims of "downsizing," and artists who don’t want to starve anymore will all find valuable guidance in these pages.

    The world is more complex and volatile today than at any other time in our history. The tools of our modern existence are getting faster, cheaper, and smaller at an exponential rate, transforming every aspect of society, from business to culture and from the public sphere to our most private moments. The people who succeed will be the ones who learn to think differently. In Whiplash, Joi Ito and Jeff Howe distill that logic into nine organizing principles for navigating and surviving this tumultuous period: Emergence over AuthorityPull over PushCompasses over MapsRisk over SafetyDisobedience over CompliancePractice over TheoryDiversity over AbilityResilience over StrengthSystems over Objects Filled with incredible case studies and cutting-edge research and philosophies from the MIT Media Lab and beyond, Whiplash will help you adapt and succeed in this unpredictable world.

    With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

     The time-tested secrets this book discloses include Cicero’s three-step strategy for moving an audience to action—as well as Honest Abe’s Shameless Trick of lowering an audience’s expectations by pretending to be unpolished. But it’s also replete with contemporary techniques such as politicians’ use of “code” language to appeal to specific groups and an eye-opening assortment of popular-culture dodges—including The Yoda Technique, The Belushi Paradigm, and The Eddie Haskell Ploy. Whether you’re an inveterate lover of language books or just want to win a lot more anger-free arguments on the page, at the podium, or over a beer, Thank You for Arguing is for you. Written by one of today’s most popular language mavens, it’s warm, witty, erudite, and truly enlightening. It not only teaches you how to recognize a paralipsis and a chiasmus when you hear them, but also how to wield such handy and persuasive weapons the next time you really, really want to get your own way.

    

    “Forget everything you think you know about genes, talent, and intelligence,” he writes. “In recent years, a mountain of scientific evidence has emerged suggesting a completely new paradigm: not talent scarcity, but latent talent abundance.” Integrating cutting-edge research from a wide swath of disciplines—cognitive science, genetics, biology, child development—Shenk offers a highly optimistic new view of human potential. The problem isn't our inadequate genetic assets, but our inability, so far, to tap into what we already have. IQ testing and widespread acceptance of “innate” abilities have created an unnecessarily pessimistic view of humanity—and fostered much misdirected public policy, especially in education. The truth is much more exciting. Genes are not a “blueprint” that bless some with greatness and doom most of us to mediocrity or worse. Rather our individual destinies are a product of the complex interplay between genes and outside stimuli-a dynamic that we, as people and as parents, can influence. This is a revolutionary and optimistic message. We are not prisoners of our DNA. We all have the potential for greatness.

    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    And in a perfect world, those who produce the best code are the most successful. But in our perfectly messy world, success also depends on how you work with people to get your job done.In this highly entertaining book, Brian Fitzpatrick and Ben Collins-Sussman cover basic patterns and anti-patterns for working with other people, teams, and users while trying to develop software. It's valuable information from two respected software engineers whose popular video series, "Working with Poisonous People," has attracted hundreds of thousands of viewers.You'll learn how to deal with imperfect people--those irrational and unpredictable beings--in the course of your work. And you'll discover why playing well with others is at least as important as having great technical skills. By internalizing the techniques in this book, you'll get more software written, be more influential, be happier in your career.

    Gallagher grapples with provocative questions—Can we train our focus? What’s different about the way creative people pay attention? Why do we often zero in on the wrong factors when making big decisions, like where to move?—driving us to reconsider what we think we know about attention. Gallagher looks beyond sound bites on our proliferating BlackBerries and the increased incidence of ADD in children to the discoveries of neuroscience and psychology and the wisdom of home truths, profoundly altering and expanding the contemporary conversation on attention and its power. Science’s major contribution to the study of attention has been the discovery that its basic mechanism is an either/or process of selection. That we focus may be a biological necessity— research now proves we can process only a little information at a time, or about 173 billion bits over an average life—but the good news is that we have much more control over our focus than we think, which gives us a remarkable yet underappreciated capacity to influence our experience. As suggested by the expression “pay attention,” this cognitive currency is a finite resource that we must learn to spend wisely. In Rapt, Gallagher introduces us to a diverse cast of characters—artists and ranchers, birders and scientists—who have learned to do just that and whose stories are profound lessons in the art of living the interested life. No matter what your quotient of wealth, looks, brains, or fame, increasing your satisfaction means focusing more on what really interests you and less on what doesn’t. In asserting its groundbreaking thesis—the wise investment of your attention is the single most important thing you can do to improve your well-being—Rapt yields fresh insights into the nature of reality and what it means to be fully alive.