Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

    Guyton & Hall's Textbook of Medical Physiology covers all of the major systems in the human body, while emphasizing system interaction, homeostasis, and pathophysiology. This very readable, easy-to-follow, and thoroughly updated, 11th Edition features a new full-color layout, short chapters, clinical vignettes, and shaded summary tables that allow for easy comprehension of the material.The smart way to study!Elsevier titles with STUDENT CONSULT will help you master difficult concepts and study more efficiently in print and online! Perform rapid searches. Integrate bonus content from other disciplines. Download text to your handheld device. And a lot more. Each STUDENT CONSULT title comes with full text online, a unique image library, case studies, USMLE style questions, and online note-taking to enhance your learning experience.Presents short, easy-to-read chapters in keeping with the Guyton and Hall tradition.Provides shaded summary tables for easy reference.Includes clinical vignettes, which allow readers to see core concepts applied to real-life situations.Offers specific discussions of pathophysiology in most clinical areas of medicine.Ensures a strong grasp of physiology concepts through well-illustrated discussions of the most essential principles.Now in full color! Offers access to the full text and other valuable features online via the STUDENT CONSULT website.Uses full-color illustrations throughout, including 486 figures, 277 charts and graphs, 100 brand-new line drawings, and 36 ECGs.Features a new full-color design that makes information more engaging and even easier to read.Updated throughout to reflect the latest knowledge in the field.

    Combining the freshly edited texts of the Oxford Edition with lively introductions, this contemporary Shakespeare enables readers to see and read Shakespeare afresh.

     -Byte, September 1995 I can't begin to tell you how many pleasurable hours of study and recreation they have afforded me! I have pored over them in cars, restaurants, at work, at home... and even at a Little League game when my son wasn't in the line-up. -Charles Long If you think you're a really good programmer... read [Knuth's] Art of Computer Programming... You should definitely send me a resume if you can read the whole thing. -Bill Gates It's always a pleasure when a problem is hard enough that you have to get the Knuths off the shelf. I find that merely opening one has a very useful terrorizing effect on computers. -Jonathan Laventhol This first volume in the series begins with basic programming concepts and techniques, then focuses more particularly on information structures-the representation of information inside a computer, the structural relationships between data elements and how to deal with them efficiently. Elementary applications are given to simulation, numerical methods, symbolic computing, software and system design. Dozens of simple and important algorithms and techniques have been added to those of the previous edition. The section on mathematical preliminaries has been extensively revised to match present trends in research. Ebook (PDF version) produced by Mathematical Sciences Publishers (MSP), http: //msp.org

    It is limited to just one print run and each copy will be sequentially numbered. ·   Exclusive additional 16-page section featuring an overview and analysis of the Final Fantasy XIII story·   The 100% complete guide to FINAL FANTASY XIII·   Every secret, every side-quest, every mini-game, every bonus, every Achievement and every Trophy revealed and explained in a dedicated Extras chapter ·   Dedicated walkthrough charts the most rewarding path through this epic adventure ·   Strategy & Analysis chapter exposes hidden mechanics, advanced battle tactics and techniques for obtaining optimal rewards ·   All-encompassing Inventory and Bestiary chapters feature exhaustive lists and tables covering all enemies, weapons and shops ·   Bears all the hallmarks of a Piggyback guide, including annotated maps, hi-res screenshots and a wealth of exclusive, official artwork ·   Carefully designed to avoid unnecessary story spoilers

    TURN ON. GEEK OUT.Sorry, beautiful people. These days, from government to business to technology to Hollywood, geeks rule the world. Finally, here’s the book no self-respecting geek can live without–a guide jam-packed with 314.1516 short entries both useful and fun. Science, pop-culture trivia, paper airplanes, and pure geekish nostalgia coexist as happily in these pages as they do in their natural habitat of the geek brain.In short, dear geek, here you’ll find everything you need to achieve nirvana. And here, for you pathetic nongeeks, is the last chance to save yourselves: Love this book, live this book, and you too can join us in the experience of total world domination. • become a sudoku god• brew your own beer• build a laser beam• classify all living things• clone your pet• exorcise demons• find the world’s best corn mazes• grasp the theory of relativity• have sex on Second Life• injure a fish• join the Knights Templar• kick ass with sweet martial-arts moves• learn ludicrous emoticons• master the Ocarina of Time• pimp your cubicle• program a remote control• quote He-Man and Che Guevara• solve fiendish logic puzzles• touch Carl Sagan • unmask Linus Torvalds• visit Beaver Lick, Kentucky• win bar bets• write your name in ElvishJoin us or die, you will.Begun, the Geek Wars have

    Drawing on 40 years of experience of presenting art to the public, Marilyn Stokstad offers this comprehensive look at art in all of its diversity, from paintings and architecture to tapestries, jewellery and electronic art.

    Lesson plans and lecture notes matter less than the special way teachers comprehend the subject and value human learning. Whether historians or physicists, in El Paso or St. Paul, the best teachers know their subjects inside and out--but they also know how to engage and challenge students and to provoke impassioned responses. Most of all, they believe two things fervently: that teaching matters and that students can learn.In stories both humorous and touching, Bain describes examples of ingenuity and compassion, of students' discoveries of new ideas and the depth of their own potential. What the Best College Teachers Do is a treasure trove of insight and inspiration for first-year teachers and seasoned educators.

    Building on the strength of previous editions, this edition includes an extensive appendix on legal abbreviations plus 17000 new definitions, explanation of more than 1000 law-related abbreviations and acronyms, and is enhanced with West Key Numbers for research reference.

    Written in a scholarly yet simple style, the work includes a thorough bibliography and study questions at the end of each chapter.

    In this book, Abram presents a series of sixty lessons for carpenters of all levels of expertise.

    The new editionawith 340 projects, 3,500 color photographs, and more than 100 illustrations, charts, and graphsaoffers up-to-the-minute solutions for homeowners tackling home repair, maintenance, and improvement. Chapters cover painting, wallpaper, plumbing, electrical system, walls and ceilings, flooring, doors, windows, cabinets, shelves, countertops, insulation, weatherproofing, exterior maintenance, heating, ventilation, and air-conditioning. Clear, concise instructions accompanied by detailed how-to photographs ensure your success no matter what your skill level. Every project offers tips, shortcuts and advice on buying and using tools and materials, working safely, avoiding common mistakes, saving time and money, and developing skills. "Home Improvement 1-2-3" also reviews new tools, technology, materials, and installation techniques.

    In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    In this completely updated edition of our best-selling guide to HTML, Web expert and best-selling author Elizabeth Castro uses crystal-clear instructions and friendly prose to introduce you to all of today's HTML and XHTML essentials. Yoursquo;ll learn how to design, structure, and format your Web site. You'll create and use images, links, styles, lists, tables, frames, and forms, and you'll add sound and movies to your site. Finally, you will test and debug your site, and publish it to the Web. Along the way, you'll find extensive coverage of CSS techniques, current browsers (Opera, Safari, Firefox), creating pages for the mobile Web, and more. Visual QuickStart Guide--the quick and easy way to learn! Easy visual approach uses pictures to guide you through HTML and show you what to do. Concise steps and explanations get you up and running in no time. Page for page, the best content and value around. Companion Web site at www.cookwood.com/html offers examples, a lively question-and-answer area, updates, and more. Need to learn HTML fast? This best-selling reference's visual format and step-by-step, task-based instructions will have you up and running with HTML in no time.

    Each chapter is relatively self-contained and can be used as a unit of study. The algorithms are described in English and in a pseudocode designed to be readable by anyone who has done a little programming. The explanations have been kept elementary without sacrificing depth of coverage or mathematical rigor.