They use powerful techniques to process information intelligently and offer features based on patterns and relationships in data. Algorithms of the Intelligent Web shows readers how to use the same techniques employed by household names like Google Ad Sense, Netflix, and Amazon to transform raw data into actionable information.Algorithms of the Intelligent Web is an example-driven blueprint for creating applications that collect, analyze, and act on the massive quantities of data users leave in their wake as they use the web. Readers learn to build Netflix-style recommendation engines, and how to apply the same techniques to social-networking sites. See how click-trace analysis can result in smarter ad rotations. All the examples are designed both to be reused and to illustrate a general technique- an algorithm-that applies to a broad range of scenarios.As they work through the book's many examples, readers learn about recommendation systems, search and ranking, automatic grouping of similar objects, classification of objects, forecasting models, and autonomous agents. They also become familiar with a large number of open-source libraries and SDKs, and freely available APIs from the hottest sites on the internet, such as Facebook, Google, eBay, and Yahoo.Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.

    The 4 quilts in this pattern use 1 big block to make quilts that are about 45 inches square finished. The units for these quilts include four patches, nine patches, half square triangles and tri square triangles.

    Updated atlas contains maps of every U.S. state that are 35% larger than the standard atlas version plus over 350 detailed city inset and national park maps and a comprehensive, unabridged index. Road construction projects and updates highlighted for every state and conveniently located above the maps. Contains mileage chart showing distances between 77 North American cities and national parks with driving times map. Tough spiral binding allows the book to lay open easily. Other Features Best of the Road - Our editor's favorite road trips from our Best of the Road collection follows scenic routes along stretches of coastline, both east and west, to forests mountains, and prairies; and through small towns and big cities. For a weekend or a week there's something for everyone. Tell Rand! As much as we work to keep our atlases up to date, conditions change quickly and new construction projects begin frequently. If you know of something we haven't captured in our atlas, let us know at randmcnally.com/tellrand. Tourism websites and phone numbers for every U.S. state and Canadian province on map pages

    This Rosary tool has also been consistently in the Amazon top ten best selling books of Prayer since every month since its release; this includes paperback and kindle prayer books. Buy with confidence and may it enhance your opportunity to pray to Our Lady.This is a tool to allow you to use your Kindle to pray the rosary. This version of the rosary is intended to allow for praying the rosary with the turn of each page acting as a rosary bead. It contains all four rosary mysteries Joyful, Sorrowful, Glorious, and Luminous. The table of contents will allow you to jump to any of the four mysteries. Given that the Kindle, Nook, and other eBook devices allow thousands of books to be carried within them, it makes sense that the most powerful prayer in the world should also be included. Turning one page for each bead of the rosary makes the device feel and respond like a rosary necklace. Praying the rosary is an art which includes a certain rhythm of changing beads and prayers while in contemplation. Other rosary books either teach the prayers or outline the process but don’t account for the rhythm an art of contemplation that the process itself supports. This version allows that process to be integrated into the book itself; no beads required. While I personally love rosary beads, I don’t always have them available. I also like having the precise bible scriptures associated with each Mystery integrated into the process itself; it allows a more detailed focus by reading the actual living word of God without losing rhythm. While I personally know what the mysteries are about and what each decade story is, it adds a bit of opportunity to read in detail the bible passages of each mystery while not breaking stride with the prayer process. And, if there is ever a moment of distraction by events around me, I never lose my exact spot in praying the rosary.I pray that this book enhances opportunity for you to pray the rosary on many occasions when otherwise you may not have, and I hope it enhances your prayers on a regular basis through deeper connection with the scriptures which are the living word of God. The following updates were made based on user recommendations:VERSION UPDATED JULY 22, 2012 - Changed the table of contents to show the correct day for Luminous Mysteries to be prayed 'Thursday', updated the Glory Be prayer to be included after the first 3 Hail Mary's at the opening of each Mystery, Updated the Glory Be to be worded more technically correct.VERSION UPDATED DECEMBER 11, 2011 - Changed language of Apostle's Creed to match Catholic Church New Translation, fixed misspelled word "beech" to read "beseech", fixed missing bible verse for Mysteries "crowning with thorns" and "coronation of mary".

    The novel approach taken here banishes determinants to the end of the book and focuses on the central goal of linear algebra: understanding the structure of linear operators on vector spaces. The author has taken unusual care to motivate concepts and to simplify proofs. For example, the book presents - without having defined determinants - a clean proof that every linear operator on a finite-dimensional complex vector space (or an odd-dimensional real vector space) has an eigenvalue. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra. This second edition includes a new section on orthogonal projections and minimization problems. The sections on self-adjoint operators, normal operators, and the spectral theorem have been rewritten. New examples and new exercises have been added, several proofs have been simplified, and hundreds of minor improvements have been made throughout the text.

    Assuming a minimum of mathematical preparation, Basic Category Theory for Computer Scientists provides a straightforward presentation of the basic constructions and terminology of category theory, including limits, functors, natural transformations, adjoints, and cartesian closed categories. Four case studies illustrate applications of category theory to programming language design, semantics, and the solution of recursive domain equations. A brief literature survey offers suggestions for further study in more advanced texts.

    The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to take a hard pass on Knuth's brilliant but impenetrable theories and the dense multi-page proofs you'll find in most textbooks, this is the book for you. This fully-illustrated and engaging guide makes it easy for you to learn how to use algorithms effectively in your own programs.Grokking Algorithms is a disarming take on a core computer science topic. In it, you'll learn how to apply common algorithms to the practical problems you face in day-to-day life as a programmer. You'll start with problems like sorting and searching. As you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression or artificial intelligence. Whether you're writing business software, video games, mobile apps, or system utilities, you'll learn algorithmic techniques for solving problems that you thought were out of your grasp. For example, you'll be able to:Write a spell checker using graph algorithmsUnderstand how data compression works using Huffman codingIdentify problems that take too long to solve with naive algorithms, and attack them with algorithms that give you an approximate answer insteadEach carefully-presented example includes helpful diagrams and fully-annotated code samples in Python. By the end of this book, you will know some of the most widely applicable algorithms as well as how and when to use them.

    It's all muscle and no fluff. Discover how the experts tackle Windows 7--and challenge yourself to new levels of mastery! Compare features and capabilities in each edition of Windows 7.Configure and customize your system with advanced setup options.Manage files, folders, and media libraries.Set up a wired or wireless network and manage shared resources.Administer accounts, passwords, and logons--and help control access to resources.Configure Internet Explorer 8 settings and security zones.Master security essentials to help protect against viruses, worms, and spyware.Troubleshoot errors and fine-tune performance.Automate routine maintenance with scripts and other tools. CD includes: Fully searchable eBookDownloadable gadgets and other tools for customizing Windows 7Insights direct from the product team on the official Windows 7 blogLinks to the latest security updates and products, demos, blogs, and user communities For customers who purchase an ebook version of this title, instructions for downloading the CD files can be found in the ebook.

    However, most discussions of Bayesian inference rely on intensely complex mathematical analyses and artificial examples, making it inaccessible to anyone without a strong mathematical background. Now, though, Cameron Davidson-Pilon introduces Bayesian inference from a computational perspective, bridging theory to practice-freeing you to get results using computing power. Bayesian Methods for Hackers illuminates Bayesian inference through probabilistic programming with the powerful PyMC language and the closely related Python tools NumPy, SciPy, and Matplotlib. Using this approach, you can reach effective solutions in small increments, without extensive mathematical intervention. Davidson-Pilon begins by introducing the concepts underlying Bayesian inference, comparing it with other techniques and guiding you through building and training your first Bayesian model. Next, he introduces PyMC through a series of detailed examples and intuitive explanations that have been refined after extensive user feedback. You'll learn how to use the Markov Chain Monte Carlo algorithm, choose appropriate sample sizes and priors, work with loss functions, and apply Bayesian inference in domains ranging from finance to marketing. Once you've mastered these techniques, you'll constantly turn to this guide for the working PyMC code you need to jumpstart future projects. Coverage includes - Learning the Bayesian "state of mind" and its practical implications - Understanding how computers perform Bayesian inference - Using the PyMC Python library to program Bayesian analyses - Building and debugging models with PyMC - Testing your model's "goodness of fit" - Opening the "black box" of the Markov Chain Monte Carlo algorithm to see how and why it works - Leveraging the power of the "Law of Large Numbers" - Mastering key concepts, such as clustering, convergence, autocorrelation, and thinning - Using loss functions to measure an estimate's weaknesses based on your goals and desired outcomes - Selecting appropriate priors and understanding how their influence changes with dataset size - Overcoming the "exploration versus exploitation" dilemma: deciding when "pretty good" is good enough - Using Bayesian inference to improve A/B testing - Solving data science problems when only small amounts of data are available Cameron Davidson-Pilon has worked in many areas of applied mathematics, from the evolutionary dynamics of genes and diseases to stochastic modeling of financial prices. His contributions to the open source community include lifelines, an implementation of survival analysis in Python. Educated at the University of Waterloo and at the Independent University of Moscow, he currently works with the online commerce leader Shopify.

    Almost everything you've read about formatting pictures for Kindle is wrong. The advice offered by Kindle experts and even Amazon itself can give images that are tiny, blocky, noisy, or wildly inconsistent on different Kindles. Aaron Shepard, author of acclaimed books on both Kindle and print publishing, brings his years of experience in book design, webmastering, and photography to bear on a single question: How do you make pictures look great on the Kindle? He answers that question, while also providing beginners a basic course in picture editing. Along the way, he discusses how to keep Microsoft Word from sneakily degrading your pictures; how to adjust HTML code to show images at their best; how to make part of a picture transparent against colored backgrounds; how to boost the power of your cover image as a marketing tool; and how to create anything from children's books to photography books to poetry books within minutes with the Kindle Comic Creator. Nowhere else will you find such in-depth info on working with Kindle images. Whatever kind you're using -- photos, paintings, drawings, diagrams, tables, screenshots -- you'll find -Pictures on Kindle- an essential guide. ///////////////////////////////////////////////// Aaron Shepard is a foremost proponent of the new business of profitable self publishing, which he has practiced and helped develop since 1998. He is the author of -Aiming at Amazon, - -POD for Profit, - -Perfect Pages, - and -From Word to Kindle, - Amazon's #1 bestselling paid book on Kindle formatting. ///////////////////////////////////////////////// REVIEWS -Far and away the best resource I know for self publishers who plan to include photos or other graphics in their Kindle books. From tips on taking photos, through sizing, optimizing, and placing, this book wastes no space in giving you exactly the information you need. Highly recommended.- -- Joel Friedlander, TheBookDesigner.com -A detailed, comprehensive guide to getting the best out of your images on Kindle. From taking photos, to scanning, to optimizing, Aaron covers every possible step in making sure your images display well in Kindle format. In addition, he provides very useful explanations of the Kindle's image handling, for those of us who like to understand the reasons behind the steps. I for one will be adding this to my list of reference materials.- -- Jim Brown, JimandZetta.com (ebook services) ///////////////////////////////////////////////// CONTENTS Getting Started 1 PICTURE BASICS File Formats Resolution Color Mode Color Space 2 PICTURE SOURCES Photography Scanning 3 PICTURE EDITING Cleanup and Repair Cropping Contrast, Brightness, Tint Sizing Sharpening Transparency Lines and Letters 4 PICTURE HANDLING Positioning Pictures in Word Pictures in HTML Fixed Format 5 PICTURE PUBLISHING Submitting and Previewing Cover Images Production FAQ

    Hamilton was reshaping the image of the vampire with her own take on the vampire mythos in her Anita Blake, Vampire Hunter fantasy novel series. While Hamilton's work draws on traditional vampire and fairy lore, her interpretation of these subjects brought new dimensions to the genres, influencing the direction of urban fantasy over the past two decades.Reading Laurell K. Hamilton focuses upon Hamilton's two bestselling series, the Anita Blake, Vampire Hunter series and the Merry Gentry series. The volume is intended as a resource for leaders of book clubs or discussion groups, containing chapters that examine Hamilton's role in the current vampire literature craze, the themes and characters in her work, and responses to Hamilton on the Internet. The book also provides a brief overview of Hamilton's life.

    He shows that there are many ways of achieving happiness; for example, there is the inherent happiness that comes with the love of a child; the competitive happiness of triumphing over your opponents; the sensual happiness of the hedonist. Rather than preaching a particular behavior or way of life, Morris provides knowledge that we can use, if we wish, to make ourselves happier.

    Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, recognize faces or spoken speech, optimize robot behavior so that a task can be completed using minimum resources, and extract knowledge from bioinformatics data. "Introduction to Machine Learning" is a comprehensive textbook on the subject, covering a broad array of topics not usually included in introductory machine learning texts. It discusses many methods based in different fields, including statistics, pattern recognition, neural networks, artificial intelligence, signal processing, control, and data mining, in order to present a unified treatment of machine learning problems and solutions. All learning algorithms are explained so that the student can easily move from the equations in the book to a computer program. The book can be used by advanced undergraduates and graduate students who have completed courses in computer programming, probability, calculus, and linear algebra. It will also be of interest to engineers in the field who are concerned with the application of machine learning methods.After an introduction that defines machine learning and gives examples of machine learning applications, the book covers supervised learning, Bayesian decision theory, parametric methods, multivariate methods, dimensionality reduction, clustering, nonparametric methods, decision trees, linear discrimination, multilayer perceptrons, local models, hidden Markov models, assessing and comparing classification algorithms, combining multiple learners, and reinforcement learning.

    This book is for anyone who has an interest in SQL Server 2012 and wants to understand its capabilities, including database administrators, application developers, and technical decision makers.

    Known as Mr. Spreadsheet, Walkenbach shows you how to maximize the power of Excel 2013 while bringing you up to speed on the latest features. This perennial bestseller is fully updated to cover all the new features of Excel 2013, including how to navigate the user interface, take advantage of various file formats, master formulas, analyze data with PivotTables, and more.Whether you're an Excel beginner who is looking to get more savvy or an advanced user looking to become a power user, this latest edition provides you with comprehensive coverage as well as helpful tips, tricks, and techniques that you won't find anywhere else.Shares the invaluable insight of Excel guru and bestselling author Mr. Spreadsheet John Walkenbach as he guides you through every aspect of Excel 2013 Provides essential coverage of all the newest features of Excel 2013 Presents material in a clear, concise, logical format that is ideal for all levels of Excel experience Features a website that includes downloadable templates and worksheets from the book Chart your path to fantastic formulas and stellar spreadsheets with Excel 2013 Bible!