This highly anticipated fourth edition of the most ...Download Link : readmeaway.com/download?i=0128042915            0128042915 Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) PDF by Ian H. WittenRead Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) PDF from Morgan Kaufmann,Ian H. WittenDownload Ian H. Witten's PDF E-book Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)

    This long-awaited revision contains changes throughout the text. There are new implementations of most of the major programming systems in the book, including the interpreters and compilers, and the authors have incorporated many small changes that reflect their experience teaching the course at MIT since the first edition was published. A new theme has been introduced that emphasizes the central role played by different approaches to dealing with time in computational models: objects with state, concurrent programming, functional programming and lazy evaluation, and nondeterministic programming. There are new example sections on higher-order procedures in graphics and on applications of stream processing in numerical programming, and many new exercises. In addition, all the programs have been reworked to run in any Scheme implementation that adheres to the IEEE standard.

    Now this classic book has been fully updated and revised with leading-edge practices--and hundreds of new code samples--illustrating the art and science of software construction. Capturing the body of knowledge available from research, academia, and everyday commercial practice, McConnell synthesizes the most effective techniques and must-know principles into clear, pragmatic guidance. No matter what your experience level, development environment, or project size, this book will inform and stimulate your thinking--and help you build the highest quality code. Discover the timeless techniques and strategies that help you: Design for minimum complexity and maximum creativity Reap the benefits of collaborative development Apply defensive programming techniques to reduce and flush out errors Exploit opportunities to refactor--or evolve--code, and do it safely Use construction practices that are right-weight for your project Debug problems quickly and effectively Resolve critical construction issues early and correctly Build quality into the beginning, middle, and end of your project

    About three quarters of the jobs created in the United States since the great recession pay only a bit more than minimum wage. Still, the United States has more millionaires and billionaires than any country ever, and we continue to mint them.In this eye-opening book, renowned economist and bestselling author Tyler Cowen explains that phenomenon: High earners are taking ever more advantage of machine intelligence in data analysis and achieving ever-better results. Meanwhile, low earners who haven’t committed to learning, to making the most of new technologies, have poor prospects. Nearly every business sector relies less and less on manual labor, and this fact is forever changing the world of work and wages. A steady, secure life somewhere in the middle—average—is over.With The Great Stagnation, Cowen explained why median wages stagnated over the last four decades; in Average Is Over he reveals the essential nature of the new economy, identifies the best path forward for workers and entrepreneurs, and provides readers with actionable advice to make the most of the new economic landscape. It is a challenging and sober must-read but ultimately exciting, good news. In debates about our nation’s economic future, it will be impossible to ignore.

    It is an easy-to-use handbook of scientifically proven, field-tested methods to improve skills—your skills, your kids’ skills, your organization’s skills—in sports, music, art, math, and business. The product of five years of reporting from the world’s greatest talent hotbeds and interviews with successful master coaches, it distills the daunting complexity of skill development into 52 clear, concise directives. Whether you’re age 10 or 100, whether you’re on the sports field or the stage, in the classroom or the corner office, this is an essential guide for anyone who ever asked, “How do I get better?”“The Little Book of Talent should be given to every graduate at commencement, every new parent in a delivery room, every executive on the first day of work. It is a guidebook—beautiful in its simplicity and backed by hard science—for nurturing excellence.”—Charles Duhigg, bestselling author of The Power of Habit   “It’s so juvenile to throw around hyperbolic terms such as ‘life-changing,’ but there’s no other way to describe The Little Book of Talent. I was avidly trying new things within the first half hour of reading it and haven’t stopped since. Brilliant. And yes: life-changing.”—Tom Peters, co-author of In Search of Excellence

    

    It is the best and most successful guide to reading comprehension for the general reader. And now it has been completely rewritten and updated. You are told about the various levels of reading and how to achieve them – from elementary reading, through systematic skimming and inspectional reading, to speed reading, you learn how to pigeonhole a book, X-ray it, extract the author's message, criticize. You are taught the different reading techniques for reading practical books, imaginative literature, plays, poetry, history, science and mathematics, philosophy and social science. Finally, the authors offer a recommended reading list and supply reading tests whereby you can measure your own progress in reading skills, comprehension and speed.This a previously-published edition of ISBN 9780671212094

    Corporations & government agencies around the world are pouring billions into achieving AI’s Holy Grail—human-level intelligence. Once AI has attained it, scientists argue, it will have survival drives much like our own. We may be forced to compete with a rival more cunning, more powerful & more alien than we can imagine. Thru profiles of tech visionaries, industry watchdogs & groundbreaking AI systems, James Barrat's Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with beings whose intelligence dwarfs our own? Will they allow us to?

    Dweck, Ph.D., discovered a simple but groundbreaking idea: the power of mindset. In this brilliant book, she shows how success in school, work, sports, the arts, and almost every area of human endeavor can be dramatically influenced by how we think about our talents and abilities. People with a fixed mindset — those who believe that abilities are fixed — are less likely to flourish than those with a growth mindset — those who believe that abilities can be developed. Mindset reveals how great parents, teachers, managers, and athletes can put this idea to use to foster outstanding accomplishment.In this edition, Dweck offers new insights into her now famous and broadly embraced concept. She introduces a phenomenon she calls false growth mindset and guides people toward adopting a deeper, truer growth mindset. She also expands the mindset concept beyond the individual, applying it to the cultures of groups and organizations. With the right mindset, you can motivate those you lead, teach, and love — to transform their lives and your own.

    Do you know who you really are? Do you ever wonder how other people really see you? Though we are usually confident that we do, we are wrong more often than we think. And if we could see ourselves through others eyes, we might be really surprised. Yet regardless of our line of work or stage of life, success depends on understanding who we are and how we come across. Research shows that self-awareness means better work performance, smarter life choices, deeper, more meaningful relationships, and a more fulfilling career. There s just one problem: people can be remarkably poor judges of their behavior, performance, and impact on others. And despite the lip service given today to feedback, in the business world and beyond, it s rare to get candid, objective data on what we re doing well, and where we could stand to improve. Of course, at work and in life, we ve all come across people with a stunning lack of self-awareness but how often do we consider whether we might have the same problem? And if we did, how would we even know it? Drawing on her three-year, first-of-its-kind study of people who have dramatically improved their self-awareness, organizational psychologist Tasha Eurich reveals why we don t know ourselves as well as we think and what to do about it. Alongside her research, she integrates hundreds of academic studies and her 15 years of work with Fortune 500 clients, challenging conventional wisdom to reveal many surprising truths like why introspection is the enemy of insight, how experience isn t a bullet train to self-knowledge, and just how far others will go to avoid telling us the truth about ourselves. Readers will learn battle-tested techniques and tools to improve self-awareness and thus their work performance, leadership skills, interpersonal relationships, and more. Insight is a guide surviving and thriving in an unaware world."

    In Getting Things Done, veteran coach and management consultant David Allen shares the breakthrough methods for stress-free performance that he has introduced to tens of thousands of people across the country. Allen's premise is simple: our productivity is directly proportional to our ability to relax. Only when our minds are clear and our thoughts are organized can we achieve effective productivity and unleash our creative potential. In Getting Things Done Allen shows how to:* Apply the "do it, delegate it, defer it, drop it" rule to get your in-box to empty* Reassess goals and stay focused in changing situations* Plan projects as well as get them unstuck* Overcome feelings of confusion, anxiety, and being overwhelmed* Feel fine about what you're not doingFrom core principles to proven tricks, Getting Things Done can transform the way you work, showing you how to pick up the pace without wearing yourself down.

    Baumeister, teams with New York Times science writer John Tierney to reveal the secrets of self-control and how to master it. In Willpower, the pioneering researcher Roy F. Baumeister collaborates with renowned New York Times science writer John Tierney to revolutionize our understanding of the most coveted human virtue: self-control.In what became one of the most cited papers in social science literature, Baumeister discovered that willpower actually operates like a muscle: it can be strengthened with practice and fatigued by overuse. Willpower is fueled by glucose, and it can be bolstered simply by replenishing the brain's store of fuel. That's why eating and sleeping- and especially failing to do either of those-have such dramatic effects on self-control (and why dieters have such a hard time resisting temptation).Baumeister's latest research shows that we typically spend four hours every day resisting temptation. No wonder people around the world rank a lack of self-control as their biggest weakness. Willpower looks to the lives of entrepreneurs, parents, entertainers, and artists-including David Blaine, Eric Clapton, and others-who have flourished by improving their self-control.The lessons from their stories and psychologists' experiments can help anyone. You learn not only how to build willpower but also how to conserve it for crucial moments by setting the right goals and using the best new techniques for monitoring your progress. Once you master these techniques and establish the right habits, willpower gets easier: you'll need less conscious mental energy to avoid temptation. That's neither magic nor empty self-help sloganeering, but rather a solid path to a better life.Combining the best of modern social science with practical wisdom, Baumeister and Tierney here share the definitive compendium of modern lessons in willpower. As our society has moved away from the virtues of thrift and self-denial, it often feels helpless because we face more temptations than ever. But we also have more knowledge and better tools for taking control of our lives. However we define happiness-a close- knit family, a satisfying career, financial security-we won't reach it without mastering self-control.

    Taking us on a journey through every fundamental field of science, as well as the history of civilization, art, moral values, and the theory of political institutions, Deutsch tracks how we form new explanations and drop bad ones, explaining the conditions under which progress—which he argues is potentially boundless—can and cannot happen. Hugely ambitious and highly original, The Beginning of Infinity explores and establishes deep connections between the laws of nature, the human condition, knowledge, and the possibility for progress.

    Is it?She says she agrees. Does she?The interview went great - or did it?He said he'd never do it again. But he did.Read this book and send your nonverbal intelligence soaring. Joe Navarro, a former FBI counterintelligence officer and a recognized expert on nonverbal behavior, explains how to "speed-read" people: decode sentiments and behaviors, avoid hidden pitfalls, and look for deceptive behaviors. You'll also learn how your body language can influence what your boss, family, friends, and strangers think of you. You will discover:The ancient survival instincts that drive body languageWhy the face is the least likely place to gauge a person's true feelingsWhat thumbs, feet, and eyelids reveal about moods and motivesThe most powerful behaviors that reveal our confidence and true sentimentsSimple nonverbals that instantly establish trustSimple nonverbals that instantly communicate authorityFilled with examples from Navarro's professional experience, this definitive book offers a powerful new way to navigate your world.

    Graham's philosophy of "value investing" -- which shields investors from substantial error and teaches them to develop long-term strategies -- has made The Intelligent Investor the stock market bible ever since its original publication in 1949.Over the years, market developments have proven the wisdom of Graham's strategies. While preserving the integrity of Graham's original text, this revised edition includes updated commentary by noted financial journalist Jason Zweig, whose perspective incorporates the realities of today's market, draws parallels between Graham's examples and today's financial headlines, and gives readers a more thorough understanding of how to apply Graham's principles.Vital and indispensable, this HarperBusiness Essentials edition of The Intelligent Investor is the most important book you will ever read on how to reach your financial goals.