Every aircraft is equipped with an almost indestructible black box. When there is an accident, the box is opened, the data is analyzed, and the reason for the accident excavated. This ensures that procedures are adapted so that the same mistake doesn’t happen again. With this method, the industry has created an astonishing safety record.For pilots working in a safety-critical industry, getting it wrong can have deadly consequences. But most of us have a relationship with failure that impedes progress, halts innovation, and damages our lives. We don’t acknowledge it or learn from it —though we often think we do.Moving from anthropology to psychology and from history to complexity theory, Matthew Syed explains why even when we think we have 20/20 hindsight, our vision’s still fuzzy. He offers a radical new idea: that the most important determinant of success in any field, whether sports, business, or life, is an acknowledgment of failure and a willingness to engage with it. This is how we learn, progress and excel. This approach explains everything from biological evolution and the efficiency of markets to the success of the Mercedes F1 team and the mindset of David Beckham.Using a cornucopia of interviews, gripping stories, and sharp-edged science, Syed explores the intimate relationship between failure and success, and shows why we need to transport black box thinking into our own lives. If we wish to unleash our potential, we must diagnose and break free of our failures. Part manifesto for change, part intellectual adventure, this groundbreaking book reveals how to do both.

    The author's conversational writing style presents the politics and science of economic theories to tomorrow's decision-makers.

    It's Tuesday morning and on his drive into the office, Bill gets a call from the CEO. The company's new IT initiative, code named Phoenix Project, is critical to the future of Parts Unlimited, but the project is massively over budget and very late. The CEO wants Bill to report directly to him and fix the mess in ninety days or else Bill's entire department will be outsourced. With the help of a prospective board member and his mysterious philosophy of The Three Ways, Bill starts to see that IT work has more in common with manufacturing plant work than he ever imagined. With the clock ticking, Bill must organize work flow streamline interdepartmental communications, and effectively serve the other business functions at Parts Unlimited. In a fast-paced and entertaining style, three luminaries of the DevOps movement deliver a story that anyone who works in IT will recognize. Readers will not only learn how to improve their own IT organizations, they'll never view IT the same way again.

    In You Are a Writer, Jeff Goins shares his own story of self-doubt and what it took for him to become a professional writer and best-selling author—and the principles he’s learned from seeing many others do the same. He gives you practical steps to improve your writing, get published, and build a platform that puts you in charge. This book is about what it takes to be a writer in the 21st Century. You will learn the importance of passion and discipline and how to show up every day to do the work. You Are a Writer will help you fall back in love with writing and build an audience who shares your love. It’s about living the dream of a life dedicated to words.

    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.

    You might think the problem is your brain. It seems to have a mind of its own, a mind that doesn't always want to take in the dry, technical stuff you're forced to study. The fact is your brain craves novelty. It's constantly searching, scanning, waiting for something unusual to happen. After all, that's the way it was built to help you stay alive. It takes all the routine, ordinary, dull stuff and filters it to the background so it won't interfere with your brain's real work--recording things that matter. How does your brain know what matters? It's like the creators of the Head First approach say, suppose you're out for a hike and a tiger jumps in front of you, what happens in your brain? Neurons fire. Emotions crank up. Chemicals surge. That's how your brain knows.And that's how your brain will learn Java. Head First Java combines puzzles, strong visuals, mysteries, and soul-searching interviews with famous Java objects to engage you in many different ways. It's fast, it's fun, and it's effective. And, despite its playful appearance, Head First Java is serious stuff: a complete introduction to object-oriented programming and Java. You'll learn everything from the fundamentals to advanced topics, including threads, network sockets, and distributed programming with RMI. And the new. second edition focuses on Java 5.0, the latest version of the Java language and development platform. Because Java 5.0 is a major update to the platform, with deep, code-level changes, even more careful study and implementation is required. So learning the Head First way is more important than ever. If you've read a Head First book, you know what to expect--a visually rich format designed for the way your brain works. If you haven't, you're in for a treat. You'll see why people say it's unlike any other Java book you've ever read.By exploiting how your brain works, Head First Java compresses the time it takes to learn and retain--complex information. Its unique approach not only shows you what you need to know about Java syntax, it teaches you to think like a Java programmer. If you want to be bored, buy some other book. But if you want to understand Java, this book's for you.

    Advertised only by word of mouth, the book became a favorite training and counseling guide in many institutions -- government, church, business -- and colleges across the nation adopted it as an auxiliary text in a dozen different departments. Why? Perhaps it was the user-friendly way that Please Understand Me helped people find their personality style. Perhaps it was the simple accuracy of Keirsey's portraits of temperament and character types. Or perhaps it was the book's essential message: that members of families and institutions are OK, even though they are fundamentally different from each other, and that they would all do well to appreciate their differences and give up trying to change others into copies of themselves.Now: Please Understand Me IIFor the past twenty years Keirsey has continued to investigate personality differences -- to refine his theory of the four temperaments and to define the facets of character that distinguish one from another. His findings form the basis of Please Understand Me II, an updated and greatly expanded edition of the book, far more comprehensive and coherent than the original, and yet with much of the same easy accessibility. One major addition is Keirsey's view of how the temperaments differ in the intelligent roles they are most likely to develop. Each of us, he says, has four kinds of intelligence -- tactical, logistical, diplomatic, strategic -- though one of the four interests us far more than the others, and thus gets far more practice than the rest. Like four suits in a hand of cards, we each have a long suit and a short suit in what interests us and what we do well, and fortunate indeed are those whose work matches their skills. As in the original book, Please Understand Me II begins with The Keirsey Temperament Sorter, the most used personality inventory in the world. But also included is The Keirsey Four-Types Sorter, a new short questionnaire that identifies one's basic temperament and then ranks one's second, third, and fourth choices. Share this new sorter with friends and family, and get set for a lively and fascinating discussion of personal styles.

    The book begins with the basic concepts of logic and set theory, to familiarize students with the language of mathematics and how it is interpreted. These concepts are used as the basis for a step-by-step breakdown of the most important techniques used in constructing proofs. To help students construct their own proofs, this new edition contains over 200 new exercises, selected solutions, and an introduction to Proof Designer software. No background beyond standard high school mathematics is assumed. Previous Edition Hb (1994) 0-521-44116-1 Previous Edition Pb (1994) 0-521-44663-5

    Daniel Goleman's brilliant report from the frontiers of psychology and neuroscience offers startling new insight into our "two minds"—the rational and the emotional—and how they together shape our destiny.Through vivid examples, Goleman delineates the five crucial skills of emotional intelligence, and shows how they determine our success in relationships, work, and even our physical well-being. What emerges is an entirely new way to talk about being smart. The best news is that "emotional literacy" is not fixed early in life. Every parent, every teacher, every business leader, and everyone interested in a more civil society, has a stake in this compelling vision of human possibility.From the Trade Paperback edition.

    As its title suggests (nothing in excess), it advocates moderation in ways of working, based on the single-most reliable difference between new faculty who thrive and those who struggle. By following its practical, easy-to-use rules, novice faculty can learn to teach with the highest levels of student approval, involvement, and comprehension, with only modest preparation times and a greater reliance on spontaneity and student participation. Similarly, new faculty can use its rule-based practices to write with ease, increasing productivity, creativity, and publishability through brief, daily sessions of focused and relaxed work. And they can socialize more successfully by learning about often-misunderstood aspects of academic culture, including mentoring. Each rule in Advice for New Faculty Members has been tested on hundreds of new faculty and proven effective over the long run -- even in attaining permanent appointment. It is the first guidebook to move beyond anecdotes and surmises for its directives, based on the author's extensive experience and solid research in the areas of staff and faculty development. For new teachers.

    Whether you’re deciding which smart phone to purchase or which politician to believe, you think you are a rational being whose every decision is based on cool, detached logic, but here’s the truth: You are not so smart. You’re just as deluded as the rest of us--but that’s okay, because being deluded is part of being human. Growing out of David McRaney’s popular blog, You Are Not So Smart reveals that every decision we make, every thought we contemplate, and every emotion we feel comes with a story we tell ourselves to explain them, but often these stories aren’t true. Each short chapter--covering topics such as Learned Helplessness, Selling Out, and the Illusion of Transparency--is like a psychology course with all the boring parts taken out.Bringing together popular science and psychology with humor and wit, You Are Not So Smart is a celebration of our irrational, thoroughly human behavior.

    Written by Jack Foster, a creative director for various advertising agencies with more than 40 years experience, How to Get Ideas (over 90,000 copies sold and translated into 15 languages) is a fun, accessible, and practical guide that takes the mystery and confusion out of developing new ideas.

    "You need tools, not rules." His book distills decades of experience into 50 tools that will help any writer become more fluent and effective. WRITING TOOLS covers everything from the most basic ("Tool 5: Watch those adverbs") to the more complex ("Tool 34: Turn your notebook into a camera") and provides more than 200 examples from literature and journalism to illustrate the concepts. For students, aspiring novelists, and writers of memos, e-mails, PowerPoint presentations, and love letters, here are 50 indispensable, memorable, and usable tools. "Pull out a favorite novel or short story, and read it with the guidance of Clark's ideas. . . . Readers will find new worlds in familiar places. And writers will be inspired to pick up their pens." -Boston Globe"For all the aspiring writers out there-whether you're writing a novel or a technical report-a respected scholar pulls back the curtain on the art." -Atlanta Journal-Constitution"This is a useful tool for writers at all levels of experience, and it's entertainingly written, with plenty of helpful examples." -Booklist

    If you are on social media, you are in marketing. And that means that we are all relying on our words to carry our marketing messages. We are all writers.Yeah, but who cares about writing anymore? In a time-challenged world dominated by short and snappy, by click-bait headlines and Twitter streams and Instagram feeds and gifs and video and Snapchat and YOLO and LOL and #tbt. . . does the idea of focusing on writing seem pedantic and ordinary?Actually, writing matters more now, not less. Our online words are our currency; they tell our customers who we are.Our writing can make us look smart or it can make us look stupid. It can make us seem fun, or warm, or competent, or trustworthy. But it can also make us seem humdrum or discombobulated or flat-out boring.That means you've got to choose words well, and write with economy and the style and honest empathy for your customers. And it means you put a new value on an often-overlooked skill in content marketing: How to write, and how to tell a true story really, really well. That's true whether you're writing a listicle or the words on a Slideshare deck or the words you're reading right here, right now...And so being able to communicate well in writing isn't just nice; it's necessity. And it's also the oft-overlooked cornerstone of nearly all our content marketing.In Everybody Writes, top marketing veteran Ann Handley gives expert guidance and insight into the process and strategy of content creation, production and publishing, with actionable how-to advice designed to get results.These lessons and rules apply across all of your online assets — like web pages, home page, landing pages, blogs, email, marketing offers, and on Facebook, Twitter, LinkedIn, and other social media. Ann deconstructs the strategy and delivers a practical approach to create ridiculously compelling and competent content. It's designed to be the go-to guide for anyone creating or publishing any kind of online content — whether you're a big brand or you're small and solo.Sections include: How to write better. (Or, for "adult-onset writers": How to hate writing less.) Easy grammar and usage rules tailored for business in a fun, memorable way. (Enough to keep you looking sharp, but not too much to overwhelm you.) Giving your audience the gift of your true story, told well. Empathy and humanity and inspiration are key here, so the book covers that, too. Best practices for creating credible, trustworthy content steeped in some time-honored rules of solid journalism. Because publishing content and talking directly to your customers is, at its heart, a privilege. "Things Marketers Write": The fundamentals of 17 specific kinds of content that marketers are often tasked with crafting. Content Tools: The sharpest tools you need to get the job done. Traditional marketing techniques are no longer enough. Everybody Writes is a field guide for the smartest businesses who know that great content is the key to thriving in this digital world.

    Using graphics, checklists, and sample forms, this guide readies you for each step of the process, including selecting the committee, getting acclimated to academic writing, preparing for your oral defense, and publishing your research. New features include:A chapter on ethical considerations Expanded coverage of digital data collection and the Internet More detailed information on conducting the literature review A discussion of how to develop a theoretical or conceptual framework