This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree- based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.

    It is a bridge from the computational courses (such as calculus or differential equations) that students typically encounter in their first year of college to a more abstract outlook. It lays a foundation for more theoretical courses such as topology, analysis and abstract algebra. Although it may be more meaningful to the student who has had some calculus, there is really no prerequisite other than a measure of mathematical maturity. Topics include sets, logic, counting, methods of conditional and non-conditional proof, disproof, induction, relations, functions and infinite cardinality.

    This easy-to-use guide is updated and expanded to include new computer and technology signs and offers a fast and simple approach to learning. Includes:- Vocabulary reviews- Fingerspelling exercises- Sign matching and memory aids- A complete glossary and a comprehensive index- Clear instructive drawings

    Signposted for coverage of FENTO standards, with full coverage of the C&G 7407, 7302, and Cert Ed courses. Retaining the unique style of the previous editions, this is an essential text for students and qualified teachers.

    Based on the abstract, general style of mathematical exposition favored by research mathematicians, its goal was to teach students not just to manipulate numbers and formulas, but to grasp the underlying mathematical concepts. The result, at least at first, was a great deal of confusion among teachers, students, and parents. Since then, the negative aspects of "new math" have been eliminated and its positive elements assimilated into classroom instruction.In this charming volume, a noted English mathematician uses humor and anecdote to illuminate the concepts underlying "new math": groups, sets, subsets, topology, Boolean algebra, and more. According to Professor Stewart, an understanding of these concepts offers the best route to grasping the true nature of mathematics, in particular the power, beauty, and utility of pure mathematics. No advanced mathematical background is needed (a smattering of algebra, geometry, and trigonometry is helpful) to follow the author's lucid and thought-provoking discussions of such topics as functions, symmetry, axiomatics, counting, topology, hyperspace, linear algebra, real analysis, probability, computers, applications of modern mathematics, and much more.By the time readers have finished this book, they'll have a much clearer grasp of how modern mathematicians look at figures, functions, and formulas and how a firm grasp of the ideas underlying "new math" leads toward a genuine comprehension of the nature of mathematics itself.

    Of course, it’s not all cooking; we’ll also run the New York and Chicago marathons, pay visits to Cinderella and Lewis Carroll, and even get to the bottom of a tomato’s identity as a vegetable. This is not the math of our high school classes: mathematics, Cheng shows us, is less about numbers and formulas and more about how we know, believe, and understand anything, including whether our brother took too much cake.At the heart of How to Bake Pi is Cheng’s work on category theory—a cutting-edge “mathematics of mathematics.” Cheng combines her theory work with her enthusiasm for cooking both to shed new light on the fundamentals of mathematics and to give readers a tour of a vast territory no popular book on math has explored before. Lively, funny, and clear, How to Bake Pi will dazzle the initiated while amusing and enlightening even the most hardened math-phobe.

    In this fun and accessible guide, McKellar—dubbed a “math superstar” by The New York Times—gives girls and their parents the tools they need to master the math concepts that confuse middle-schoolers most, including fractions, percentages, pre-algebra, and more. The book features hip, real-world examples, step-by-step instruction, and engaging stories of Danica's own childhood struggles in math (and stardom). In addition, borrowing from the style of today's teen magazines, it even includes a Math Horoscope section, Math Personality Quizzes, and Real-Life Testimonials—ultimately revealing why math is easier and cooler than readers think.

    This book develops statistical thinking over rote drill and practice. The Nature of Statistics; Organizing Data; Descriptive Measures; Probability Concepts; Discrete Random Variables; The Normal Distribution; The Sampling Distribution of the Sample Menu; Confidence Intervals for One Population Mean; Hypothesis Tests for One Population Mean; Inferences for Two Population Means; Inferences for Population Standard Deviations; Inferences for Population Proportions; Chi-Square Procedures; Descriptive Methods in Regression and Correlation; Inferential Methods in Regression and Correlation; Analysis of Variance (ANOVA) For all readers interested in Introductory Statistics.

     Do you want to see the glamorous side of Italy but think it’s out of your budget? Does preparing for international travel leave you feeling anxious? Do you worry about falling into a tourist trap? Italian travel guide and blogger Corinna Cooke has years of experience creating glamorous private vacations throughout every corner of the country. And now she’s here to share her insider tips so you can make the most of your Italian adventure. Glam Italia! How to Travel Italy is your all-in-one guide for crafting your personalized dream vacation. You’ll create an itinerary that’s custom-fit to your interests: from world-renowned art to mouthwatering cuisine, from breathtaking landscapes to trendsetting fashion. With this guide you’ll learn how to find hidden gems and get insider’s advice for touring Italy’s most famous attractions. Whether you plan to travel in style or on a shoestring budget, you’ll discover hidden gems and little-known advice for touring Italy’s most famous attractions. With Cooke’s hassle-free guide, you’ll finally learn to sit back and savor your authentic Italian experience like a local. In Glam Italia! How To Travel Italy, you'll discover: - Step-by-step methods for planning your entire trip, regardless of time or budget - Lists of the best cuisines, and wines by region to satisfy any appetite - Optimum lengths of time to visit each attraction so you can get the best bang for your buck - Simple tips for booking flights that will save hundreds of dollars from your bottom line - Precautions you can take to stay safe and healthy while traveling and much, much more! Glam Italia! How To Travel Italy is your glamorous go-to travel guide for experiencing this charming Mediterranean destination. If you like practical tips, insider advice from a local expert, and stress-free planning, then you’ll love Corinna Cooke’s handbook for your dream vacation. Buy Glam Italia! How To Travel Italy, and pack your bags for a very fabulous, once-in-a-lifetime adventure!

    Each chapter is bursting with creative and classic ideas to make the day as meaningful as it is beautiful: Stationery: Save-the-date cards do double duty when printed on coasters or delicate handkerchiefs.Ceremonies: An auspicious bird’s nest adds a beautiful and rustic touch for carrying rings at a farm wedding.Dressing Up: A retro bride goes glam with a feathered veil and pearl button–accented gloves. A casual groom and his mates add a personality pop with chocolate-brown Keds to match their wedding chinos.Cocktail Hour: For a low-key affair, mini grilled cheeses dipped in shot glasses of tomato soup satisfy.Centerpieces: Fruit slices suspended in crystal vases overflowing with Crayola-bright poppies and orchids offer a cheery setting.Cakes: White lace frosting details that match the bride’s dress and the couple’s monogram turn a pale green cake into a chic masterpiece.From classic white-on-white palettes to floral themes to fun fantasy ideas, the choices are limitless. Purple, pink, red, robin’s egg blue—find inspiration at every turn in all the colors a bride can dream of! And The Knot Ultimate Wedding Lookbook is loaded with money-saving ideas that don’t sacrifice style. Expert advice and rich images add up to a delicious visual feast and essential resource to help you create an event as special as you are as a couple.

    Lavishly illustrated with engravings, woodcuts, and original drawings and diagrams, Sciencia will inspire readers of all ages to take an interest in the interconnected knowledge of the modern sciences.Beautifully produced in thirteen different colors of ink, Sciencia is an essential reference and an elegant gift.Wooden Books was founded in 1999 by designer John Martineau near Hay-on-Wye. The aim was to produce a beautiful series of recycled books based on the classical philosophies, arts and sciences. Using the Beatrix Potter formula of text facing picture pages, and old-styles fonts, along with hand-drawn illustrations and 19th century engravings, the books are designed not to date. Small but stuffed with information. Eco friendly and educational. Big ideas in a tiny space. There are over 1,000,000 Wooden Books now in print worldwide and growing.

      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.

    This updated edition of Birnbaum's Walt Disney World Resort takes readers through Disney's biggest resort with ease and flair and includes the most accurate, current information on prices and attractions. What's new in 2016:• The brand-new Frozen attraction, scheduled to burst onto the Epcot scene in 2016,whisks guests on a chilly trip to meet Anna, Elsa, and Olaf. • Our coverage of Disney's Hollywood Studios includes the inside scoop on plans for new Star Wars-themed additions and other shows and attractions.• Experience new shows and attractions, including the Magic Kingdom's popular new parades:Festival of Fantasy and Move It! Shake it! Dance and Play It!• Fastpass+is Walt Disney World's advance reservation system for theme park shows and attractions. We offer tips and strategies for making the most of this free service.• Downtown Disney has morphed into Disney Springs, a bustling waterside enclave teeming with new dining, shopping, and recreational activities. • Our newly-expanded dining chapter details each and every restaurant, and includes menu updates, a "best of wow restaurant roundup", and specialized indexes.• The 2016 Guide has more photos than ever, including brand-new photo hunts for each of the World's four theme parks. Can you find them all?• Baffled by WDW's magic band? Don't be! We give the scoop on maximizing the potential of the band.• A wave of new entertainment has hit World Showcase: we'll tell you where to see new acts featuring lumberjacks, Celtic folk musicians, and flag wavers.• Disney's Polynesian Village resort has been renewed and revitalized, thanks Disney Vacation Club. • Checkout our bonus chapter featuring "Land and Sea vacation" planning advice, perfect for pairing a Disney Cruise with a visit to Walt Disney World.

    What do you want to learn? Discover the Power of Real Data Mario Triola remains the market-leading statistics author by engaging readers of each edition with an abundance of real data in the examples, applications, and exercises. Statistics is all around us, and Triola helps readers understand how this course will impact their lives beyond the classroom–as consumers, citizens, and professionals. Essentials of Statistics, Fourth Edition is a more economical and streamlined introductory statistics text. Drawn from Triola’s Elementary Statistics, Eleventh Edition, this text provides the same student-friendly approach with material presented in a real-world context. The Fourth Edition contains more than 1,700 exercises (18% more than the previous edition); 89% are new and 81% use real data. The book also contains hundreds of examples; 86% are new and 92% use real data. By analyzing real data, readers are able to connect abstract concepts to the world at large, teaching them to think statistically and apply their conceptual understanding using the same methods that professional statisticians employ. Datasets and other resources (where applicable) for this book are available here.

    However, rather than resting on that reputation, the new edition of this text marks a significant advance in the already excellent quality of the book. While preserving concise language, state of the art educational pedagogy, and top-notch worked examples, the Eighth Edition features a unified art design as well as streamlined and carefully reorganized problem sets that enhance the thoughtful instruction for which Raymond A. Serway and John W. Jewett, Jr. earned their reputations. Likewise, PHYSICS FOR SCIENTISTS AND ENGINEERS, will continue to accompany Enhanced WebAssign in the most integrated text-technology offering available today. In an environment where new Physics texts have appeared with challenging and novel means to teach students, this book exceeds all modern standards of education from the most solid foundation in the Physics market today.