It discusses new results, along with applications of probability theory to a variety of problems. The book contains many exercises and is suitable for use as a textbook on graduate-level courses involving data analysis. Aimed at readers already familiar with applied mathematics at an advanced undergraduate level or higher, it is of interest to scientists concerned with inference from incomplete information.

    Galloway's 5K/10K Running is packed with expert advice, hints, and tips from a former Olympian who has been injury-free for over 25 years. It includes a section dedicated to beginners who simply want to run for fun, as well as a section for those who want to run a specific time. Also featured in this comprehensive volume is easy-to-read advice on medical information, nutrition, fat-burning, aches and pains, getting the right shoes, motivation, and much more.

    According to the American Homebrewers Association, there are currently 1.2 million home brewers in the country, and their numbers keep rising. Tired of the stale ale, bland beer and lackadaisical lagers mass-produced by the commercial labels, Americans are discovering the many advantages of brewing their own batch of that beloved beverage: superior aroma, color, body and flavor.For both amateur alchemists eager to tap into this burgeoning field and seasoned zymurgists looking to improve their brews, The Brewmaster's Bible is the ultimate resource. Its features include: Updated data on liquid yeasts, which have become a hot topic for brewers; 30 recipes in each of the classic beer styles of Germany, Belgium, Britain and the U.S.; extensive profiles of grains, malts, adjuncts, additives and sanitizers; recipe formulation charts in an easy-to-read spreadsheet format; detailed water analyses for more than 25 cities and 6 bottled waters; directories to hundreds of shops; and much more.

    From the bestselling author of "The Basketball Diaries", "Void of Course" is a collection of poetry that vibrates with the details of everyday city life.

    Call it the algebra oracle: By plugging in the right variables, GEEK LOGIK answers life’s most persistent questions. It covers Dating and Romance, Career and Finance, and everyday decisions like Should I get a tattoo? Can I still wear tight jeans? Is it time to see a therapist? How many beers should I have at the company picnic? How does it work? Take a simple issue that comes up once or twice a week: Should I call in sick? Fill in the variables honestly, such as D for doctor’s note (enter 1 for “no,†10 for “yes,†and 5 for “yes, but it’s a forgeryâ€), R for importance of job (1-10, with 10 being “personally responsible for Earth’s orbit around Sunâ€), Fj for how much fun you have at work (1-10, with 10 being “personal trainer for underwear modelsâ€), N for how much you need the money (1-10, with 10 being “I owe the mobâ€), then do the math, and voilà—if the product, Hooky, is greater than 1, enjoy your very own Ferris Bueller’s Day Off. Includes a pocket calculator so that prospective geeks can immediately solve the equation on the back cover: Should I buy this book?

    Ideal for processing large datasets, the Apache Hadoop framework is an open source implementation of the MapReduce algorithm on which Google built its empire. This comprehensive resource demonstrates how to use Hadoop to build reliable, scalable, distributed systems: programmers will find details for analyzing large datasets, and administrators will learn how to set up and run Hadoop clusters. Complete with case studies that illustrate how Hadoop solves specific problems, this book helps you:Use the Hadoop Distributed File System (HDFS) for storing large datasets, and run distributed computations over those datasets using MapReduce Become familiar with Hadoop's data and I/O building blocks for compression, data integrity, serialization, and persistence Discover common pitfalls and advanced features for writing real-world MapReduce programs Design, build, and administer a dedicated Hadoop cluster, or run Hadoop in the cloud Use Pig, a high-level query language for large-scale data processing Take advantage of HBase, Hadoop's database for structured and semi-structured data Learn ZooKeeper, a toolkit of coordination primitives for building distributed systems If you have lots of data -- whether it's gigabytes or petabytes -- Hadoop is the perfect solution. Hadoop: The Definitive Guide is the most thorough book available on the subject. "Now you have the opportunity to learn about Hadoop from a master-not only of the technology, but also of common sense and plain talk." -- Doug Cutting, Hadoop Founder, Yahoo!

    Today's designers need a comprehensive understanding of applied cryptography.After an introduction to cryptography and data security, the authors explain the main techniques in modern cryptography, with chapters addressing stream ciphers, the Data Encryption Standard (DES) and 3DES, the Advanced Encryption Standard (AES), block ciphers, the RSA cryptosystem, public-key cryptosystems based on the discrete logarithm problem, elliptic-curve cryptography (ECC), digital signatures, hash functions, Message Authentication Codes (MACs), and methods for key establishment, including certificates and public-key infrastructure (PKI). Throughout the book, the authors focus on communicating the essentials and keeping the mathematics to a minimum, and they move quickly from explaining the foundations to describing practical implementations, including recent topics such as lightweight ciphers for RFIDs and mobile devices, and current key-length recommendations.The authors have considerable experience teaching applied cryptography to engineering and computer science students and to professionals, and they make extensive use of examples, problems, and chapter reviews, while the book's website offers slides, projects and links to further resources. This is a suitable textbook for graduate and advanced undergraduate courses and also for self-study by engineers.

    Pure Mathematics 1 corresponds to unit P1. It covers quadratics, functions, coordinate geometry, circular measure, trigonometry, vectors, series, differentiation and integration.

    But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like nonparametric curve estimation, bootstrapping, and clas- sification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analyzing data. For some time, statistics research was con- ducted in statistics departments while data mining and machine learning re- search was conducted in computer science departments. Statisticians thought that computer scientists were reinventing the wheel. Computer scientists thought that statistical theory didn't apply to their problems. Things are changing. Statisticians now recognize that computer scientists are making novel contributions while computer scientists now recognize the generality of statistical theory and methodology. Clever data mining algo- rithms are more scalable than statisticians ever thought possible. Formal sta- tistical theory is more pervasive than computer scientists had realized.

    As Lord Shackleton, former president of the Royal Geographical Society, said of an earlier edition, it is "the finest reference atlas ever published." Now, The Times Atlas of the World, Tenth Comprehensive Edition, the first completely revised edition since The Times Atlas of the World debuted in 1967, establishes an even higher standard among all reference atlases, and a new benchmark in its own unparalleled tradition. The Tenth Comprehensive Edition opens with stunning satellite images of the continents and the oceans as they appear from space. This preliminary section continues with a series of graphics, photographs, maps, tables, and charts reviewing the cosmos, the natural world, and humanity's interaction with our home planet. Next is a comparative list of Earth's physical features, from rivers to mountains to islands to deserts, and a complete statistical guide to the states and territories of the world. This opening section concludes with a fascinating chronicle on the evolution of world mapping, beginning with our first attempt to map the world more than a thousand years ago. The central section of The Tenth Comprehensive Edition, with 248 pages of breathtakingly detailed reference maps, provides the most accurate and up-to-date visual presentation of geographical knowledge in any atlas today. Each map, drawn with generous scale and projection, has been entirely redesigned since the last edition, using the latest digital technology. While creating maps of optimum accuracy, these new methods also provide enhanced clarity and greater legibility than ever before, even for an atlas that was already legendary for the readability of its maps. In addition to recording the new states and republics created by political upheaval in this last decade before the millennium, The Tenth Comprehensive Edition includes a multitude of renamed towns and cities, along with many revised national borders. The revised and expanded index, covering more than 200,000 place names, is the largest index ever found in a single-volume atlas, virtually ensuring that any location a reader may be looking for will be included in the book. The index is also unique in scope, giving the name, description, regional and country locations, the map grid reference, page number, and latitude and longitude. No other atlas comes close to providing such an index, either in sheer numbers or in reference value.In the last three decades, The Times Atlas of the World has been in the vanguard of a revolution in the science of cartography, replacing maps formerly created on hand-etched copper plates with maps that are computer-generated. The Times Atlas of the World, Tenth Comprehensive Edition, represents the fullest flowering yet of this remarkable revolution in cartography. It is the finest atlas ever published, sure to be treasured by students, scholars, armchair travelers, global sightseers, and anyone seeking better understanding of our dynamic planet.

    This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

    By emphasizing the relationship between structure and function, the authors provide a framework for understanding mechanisms and reactions. Stressing the importance of synthetic strategies and biological and industrial applications, the text introduces students to real chemistry as it is actually practised. This fourth edition offers significant updates in coverage and learning tools and enhanced media support at the book's companion website.

    Here, complete with detailed illustrations and basic as well as advanced solving techniques, is the ultimate speedcuber’s guide. It not only gives the solution to the familiar 3x3x3 cube (which has 43,252,003,274,489,856,000—that’s 43 quintillion—possible positions), but also the 2x2x2, 4x4x4, and staggeringly difficult 5x5x5 puzzles. With millions of cubes out there and countless would-be champions looking for tips to improve their times, this is the definitive manual for this unique sport.

    Sipser's candid, crystal-clear style allows students at every level to understand and enjoy this field. His innovative "proof idea" sections explain profound concepts in plain English. The new edition incorporates many improvements students and professors have suggested over the years, and offers updated, classroom-tested problem sets at the end of each chapter.

    New co-authors--Irl Bivens and Stephen Davis--from Davidson College; both distinguished educators and writers.* More emphasis on graphing calculators in exercises and examples, including CAS capabilities of graphing calculators.* More problems using tabular data and more emphasis on mathematical modeling.