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    However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation. Similarly, new models based on kernels have had a significant impact on both algorithms and applications. This new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners, and assumes no previous knowledge of pattern recognition or machine learning concepts. Knowledge of multivariate calculus and basic linear algebra is required, and some familiarity with probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

    While empathizing with the parental hopes and, especially, fears that lead to overhelping, Lythcott-Haims offers practical alternative strategies that underline the importance of allowing children to make their own mistakes and develop the resilience, resourcefulness, and inner determination necessary for success.Relevant to parents of toddlers as well as of twentysomethings-and of special value to parents of teens-this book is a rallying cry for those who wish to ensure that the next generation can take charge of their own lives with competence and confidence."Julie Lythcott-Haims is a national treasure. . . . A must-read for every parent who senses that there is a healthier and saner way to raise our children." -Madeline Levine, author of the New York Times bestsellers The Price of Privilege and Teach Your Children Well"For parents who want to foster hearty self-reliance instead of hollow self-esteem, How to Raise an Adult is the right book at the right time." -Daniel H. Pink, author of the New York Times bestsellers Drive and A Whole New Mind

    Readers familiar with the previous edition will find a text that retains all the features that make Rulebook ideally suited for use as a supplementary course book -- including its modest price and compact size. Unlike most textbooks on argumentative writing, Rulebook is organised around specific rules, illustrated and explained soundly and briefly. It is not a textbook, but a rulebook, whose goal is to help students get on with writing a paper or assessing an argument.

    Each technique is introduced with a simple, jargon-free explanation, practical examples, and hands-on guidance for solving real problems with Excel or a TI-83/84 series calculator, including Plus models. Hate math? No sweat. You'll be amazed how little you need! For those who do have an interest in mathematics, optional "Equation Blackboard" sections review the equations that provide the foundations for important concepts. David M. Levine is a much-honored innovator in statistics education. He is Professor Emeritus of Statistics and Computer Information Systems at Bernard M. Baruch College (CUNY), and co-author of several best-selling books, including Statistics for Managers using Microsoft Excel, Basic Business Statistics, Quality Management, and Six Sigma for Green Belts and Champions. Instructional designer David F. Stephan pioneered the classroom use of personal computers, and is a leader in making Excel more accessible to statistics students. He has co-authored several textbooks with David M. Levine. Here's just some of what you'll learn how to do... Use statistics in your everyday work or study Perform common statistical tasks using a Texas Instruments statistical calculator or Microsoft Excel Build and interpret statistical charts and tables "Test Yourself" at the end of each chapter to review the concepts and methods that you learned in the chapter Work with mean, median, mode, standard deviation, Z scores, skewness, and other descriptive statistics Use probability and probability distributions Work with sampling distributions and confidence intervals Test hypotheses and decision-making risks with Z, t, Chi-Square, ANOVA, and other techniques Perform regression analysis and modeling The easy, practical introduction to statistics--for everyone! Thought you couldn't learn statistics? Think again. You can--and you will!

    The words macho and manly are not synonymous. Taking lessons from classic gentlemen such as Benjamin Franklin and Theodore Roosevelt, authors Brett and Kate McKay have created a collection of the most useful advice every man needs to know to live life to its full potential. This book contains a wealth of information that ranges from survival skills to social skills to advice on how to improve your character. Whether you are braving the wilds with your friends, courting your girlfriend, or raising a family, inside you’ll find practical information and inspiration for every area of life. You’ll learn the basics all modern men should know, including how to: -Shave like your grandpa -Be a perfect houseguest -Fight like a gentleman using the art of bartitsu -Help a friend with a problem -Give a man hug -Perform a fireman’s carry -Ask for a woman’s hand in marriage -Raise resilient kids -Predict the weather like a frontiersman -Start a fire without matches -Give a dynamic speech -Live a well-balanced life So jump in today and gain the skills and knowledge you need to be a real man in the 21st century.

    From the very first attempts by the Greeks to grapple with the complexities of our known world to the latest application of infinity in physics, The Road to Reality carefully explores the movement of the smallest atomic particles and reaches into the vastness of intergalactic space. Here, Penrose examines the mathematical foundations of the physical universe, exposing the underlying beauty of physics and giving us one the most important works in modern science writing.

    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

    In this updated and expanded 10th anniversary edition, internationally known leadership transition expert Michael D. Watkins gives you the keys to successfully negotiating your next move—whether you’re onboarding into a new company, being promoted internally, or embarking on an international assignment.In The First 90 Days, Watkins outlines proven strategies that will dramatically shorten the time it takes to reach what he calls the "breakeven point" when your organization needs you as much as you need the job. This new edition includes a substantial new preface by the author on the new definition of a career as a series of transitions; and notes the growing need for effective and repeatable skills for moving through these changes. As well, updated statistics and new tools make this book more reader-friendly and useful than ever.As hundreds of thousands of readers already know, The First 90 Days is a road map for taking charge quickly and effectively during critical career transition periods—whether you are a first-time manager, a mid-career professional on your way up, or a newly minted CEO.

     At any given moment, somewhere in the world someone struggles with the same software design problems you have. You know you don't want to reinvent the wheel (or worse, a flat tire), so you look to Design Patterns--the lessons learned by those who've faced the same problems. With Design Patterns, you get to take advantage of the best practices and experience of others, so that you can spend your time on...something else. Something more challenging. Something more complex. Something more fun. You want to learn about the patterns that matter--why to use them, when to use them, how to use them (and when NOT to use them). But you don't just want to see how patterns look in a book, you want to know how they look "in the wild". In their native environment. In other words, in real world applications. You also want to learn how patterns are used in the Java API, and how to exploit Java's built-in pattern support in your own code. You want to learn the real OO design principles and why everything your boss told you about inheritance might be wrong (and what to do instead). You want to learn how those principles will help the next time you're up a creek without a design pattern. Most importantly, you want to learn the "secret language" of Design Patterns so that you can hold your own with your co-worker (and impress cocktail party guests) when he casually mentions his stunningly clever use of Command, Facade, Proxy, and Factory in between sips of a martini. You'll easily counter with your deep understanding of why Singleton isn't as simple as it sounds, how the Factory is so often misunderstood, or on the real relationship between Decorator, Facade and Adapter. With Head First Design Patterns, you'll avoid the embarrassment of thinking Decorator is something from the "Trading Spaces" show. Best of all, in a way that won't put you to sleep! We think your time is too important (and too short) to spend it struggling with academic texts. If you've read a Head First book, you know what to expect--a visually rich format designed for the way your brain works. Using the latest research in neurobiology, cognitive science, and learning theory, Head First Design Patterns will load patterns into your brain in a way that sticks. In a way that lets you put them to work immediately. In a way that makes you better at solving software design problems, and better at speaking the language of patterns with others on your team.

    This new and expanded third edition continues to offer students and readers the best one-volume introduction to the field.The bewildering variety of approaches, theorists and technical language is lucidly and expertly unraveled. Unlike many books which assume certain positions about the critics and the theories they represent, Peter Barry allows readers to develop their own ideas once first principles and concepts have been grasped.

    Walking you through characterisation, setting, dialogue and plot, as well as giving expert insights into both fiction and non-fiction, it's the ideal launching pad to the world of creative writing. Creative Writing For Dummies covers:Part I: Getting startedChapter 1: Can Everyone Write? Chapter 2: Getting into the Write Mind Chapter 3: Finding the Material to work with Part II: The Elements of Creative WritingChapter 4: Creating Characters Chapter 5: Discovering Dialogue Chapter 6: Who is telling the story? Chapter 7: Creating your own world Chapter 8: Plotting your way Chapter 9: Creating a Structure Chapter 10: Rewriting and editing Part III: Different Kinds of Fiction WritingChapter 11: Short stories Chapter 12: Novels Chapter 13: Writing for children Chapter 14: Plays Chapter 15: Screenplays Chapter 16: Poetry Part IV: Different kinds of Non-fiction writingChapter 17: Breaking into journalism - Writing articles/ magazine writing Chapter 18: Writing from life and autobiography Chapter 19: Embroidering the facts: Narrative non-fiction Chapter 20: Exploring the world from your armchair - Travel writing Chapter 21: Blogging - the new big thing Part V: Finding an audienceChapter 22: Finding editors/ publishers/ agents Chapter 23: Becoming a professional Part VI: Part of TensChapter 24: Ten top tips for writers Chapter 25: Ten ways to get noticed

    Award-winning author James Scott Bell offers clear, concise information that will help you create a believable and memorable plot, including: Techniques for crafting strong beginnings, middles, and endsEasy-to-understand plotting diagrams and chartsBrainstorming techniques for original plot ideasThought-provoking exercises at the end of each chapterStory structure models and methods for all genresTips and tools for correcting common plot problemsFilled with plot examples from popular novels, comprehensive checklists, and practical hands-on guidance, "Write Great Fiction: Plot & Structure" gives you the skills you need to approach plot and structure like an experienced pro.

    Meticulously prepared, it is one of the most comprehensive, authoritative, up-to-date introductory resources on the market. The book’s extensive examples and exercises help students master the course material, and its lucid writing style makes complex concepts easy to understand.

    Even though the glass ceiling is cracked, most women stay comfortably beneath it, and everywhere we hear about vitally important “hardwired” differences between male and female brains. The neuroscience we read about in magazines, newspaper articles, books, and sometimes even scientific journals increasingly tells a tale of two brains, and the result is more often than not a validation of the status quo. Women, it seems, are just too intuitive for math, men too focused for housework.Drawing on the latest research in neuroscience and psychology, Cordelia Fine debunks the myth of hardwired differences between men’s and women’s brains, unraveling the evidence behind such claims as men’s brains aren’t wired for empathy, and women’s brains aren’t made to fix cars. She then goes one step further, offering a very different explanation of the dissimilarities between men’s and women’s behavior. Instead of a “male brain” and a “female brain,” Fine gives us a glimpse of plastic, mutable minds that are continuously influenced by cultural assumptions about gender.Delusions of Gender provides us with a much-needed corrective to the belief that men’s and women’s brains are intrinsically different--a belief that, as Fine shows with insight and humor--all too often works to the detriment of ourselves and our society.