With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

    Effectively combining their knowledge as practicing journalists and experienced instructors, The Missouri Group teaches students the reporting and writing skills they need to become effective journalists. This edition includes new coverage of online journalism, public relations writing, and the many uses of new technology in the classroom and at work.

    You’ve deloaded, done your recovery session, even taken a hot bath. Oh how nice a massage would be right now. The problem is not all of us have the time or the money to invest in some good soft tissue work. Want a cheap yet extremely effective way to get rid of your aches and pains? This easy to understand guide will help you address all of those problems and more. Best of all, you don't even need to leave your house or buy any expensive tool. Just grab a tennis ball and get started.Being able to treat your own pain is a very valuable tool. It can save you a lot of money and mean less trips to the physiotherapist as well as ensuring that you are keeping your body in good condition. Trigger points and tight muscles are a common cause of muscle and joint pain. They can refer pain to other areas as well as causing problems at the site itself. Although they don't count for all the pain you might be suffering from, releasing them can certainly help get rid of a lot of the pain, if not clear up your problem entirely. Have you ever been to the doctor and he or she told you that theres nothing wrong, even after extensive scans? You might simply need some work on your muscles. Keeping the muscle tissue quality high will help reduce the amount of injuries you suffer from, improve your posture as well as help a lot of muscle and joint pain.In this book you can learn how to effectively get rid of shoulder pain, neck pain, upper and lower back pain, hip and glute pain and stiffness, leg and knee pain, calf pain, ankle stiffness, Achilles problems and much more.Actual excerpt from the book of how I discovered this great technique."When I was playing in Germany, I had really bad shoulder pain. The kind that ran down to my fingers and made me unable to put my arms over my head. One night trying to get relief I grabbed my old Motorola and started laying on it, with it digging in under my shoulder. Slowly and excruciatingly I released the rotator cuff muscles and gave myself a pain free range of motion that I had only dreamed of before. Needless to say, I thought I was a genius and upgraded to a tennis ball pretty quickly."

    We are in an era where entire businesses are built on Instagram; kids in their bedrooms are racking up tens of millions of YouTube views; bloggers are becoming millionaires from their kitchen tables, and businesses are getting more attention from a viral video than a Super Bowl ad. But in a space that moves so fast, how can businesses keep up - let alone compete? And how do you make sure that your activity is profitable? Whether it’s building a targeted fanbase, selling more of your products & services or serving customers, every piece of your social media marketing campaign should be making you money. Combining the ‘holy grail’ marketing principles from some of history’s most successful marketers with the very latest social media strategies gives savvy businesses of all size a chance to ‘do’ social media in an entirely new way. Gone are the days of fumbling around in the dark. The new era is about testing, measuring and profit. From the psychological triggers that make us buy; employing social proof to stand out; using (and faking) controversy to sell more or just simply demonstrating your true competitive advantage, profitable social media marketing is here. As Head Ninja at Exposure Ninja, Tim Cameron-Kitchen has personally worked with hundreds of businesses of all shapes and sizes, and seen first hand how doing the right things on social media can transform a business. Yvonne Ivanescu came to Exposure Ninja from one of the world’s highest profile marketing agencies, and brought her brand experience to help business on the front line. This book is the distillation of everything that makes a profitable campaign, laid out in step-by-step instructions for you to follow and apply to your own business - whatever your size or market. So whether you’re a local plumber looking to pick up leads from Twitter, or an independent e-commerce site wanting the attention of influential bloggers, the strategies and profitable shortcuts for entrepreneur-run businesses in this book will give you a chance to compete in competitive markets where time and budget is of the essence.

    of the APA manual (2nd printing) < < < This handbook is ideal for preparing undergraduate essays. It was specifically designed with the average student's needs in mind. The book is intended to cover the vast majority of situations that the normal student will encounter while writing a college essay. Organized for speed and brevity, the book is primarily a concentrated, up-to-date guide on APA format (11 pages) and documentation requirements (12 pages In-Text, 19 pages References) with a heavy emphasis on examples and visual aids (90 to be exact). Additionally the book contains pointers on how to get started, what to document, what notes to take (by source type), and how to handle quotes of varying length. All of this in a book designed to fit in a shirt pocket. Product Dimensions: 60 Pages - 5 5/16" x 3 3/4" x .166 " Continuously Updated - Coincides with most recent APA standards (APA Manual 6th Edition) Last Update 6/2/10

    The book is written by JD (James David by author's full name) Vance and in it the author tries to describe the overall life and struggles of people in post-industrial time in the United States. This book deals with the problems of white working-class and the book is not just some book where the author tries to describe lives of ordinary white people. The book is actually a memento and a message to the readers; in it Vance describes his life and his starts, especially growing up while being poor in Ohio. We can find out about this when we find out that Vance's family is of Scottish-Irish descent and that his ancestors have longer history of poverty and hard work that they need to endure in order to survive the hard times that were at hand. We also find out that since the 18th century many Scottish-Irish people were working as plantation workers, as miners and/or as millworkers. Because these people worked only the hardest jobs that hardly anyone else would take many people belittled them. Words like 'white trash, redneck' and/or 'hillbilly' were unfortunately a common everyday word for those people. Hillbilly Elegy is a fascinating work, not because it was written based on a true story but because it was written from a man who lived 'through' his story. The fact that the entire book contains a message is, of course, welcoming plus and something we want from literature of this genre. Here Is A Preview Of What You Will Get: In Hillbilly Elegy, you will get a summarized version of the book.In Hillbilly Elegy, you will find the book analyzed to further strengthen your knowledge.In Hillbilly Elegy, you will get some fun multiple choice quizzes, along with answers to help you learn about the book.Get a copy, and learn everything about Hillbilly Elegy.

    An exploration of how Edmund Perry, a 17 year old black honors student from Harlem, was killed soon after graduation by a young white plain clothes policeman in an alleged mugging attempt.

    Old certainties have been shoved aside by new entities such as WikiLeaks and Gawker, Politico and the Huffington Post. But where, in all this digital innovation, is the future of great journalism? Is there a difference between an opinion column and a blog, a reporter and a social networker? Who curates the news, or should it be streamed unimpeded by editorial influence? Expanding on Andrew Rossi’s "riveting" film (Slate), David Folkenflik has convened some of the smartest media savants to talk about the present and the future of news. Behind all the debate is the presence of the New York Times, and the inside story of its attempt to navigate the new world, embracing the immediacy of the web without straying from a commitment to accurate reporting and analysis that provides the paper with its own definition of what it is there to showcase: all the news that’s fit to print.

    You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples--ready for immediate application to your next graph or presentation.Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to:Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data--Storytelling with Data will give you the skills and power to tell it!

    The response was immediate and overwhelming—readers almost instantly began asking when the second volume of Royko columns would appear. With more than a hundred vintage Royko columns and a foreword by Roger Ebert, For the Love of Mike was the answer.Royko, a nationally syndicated Pulitzer Prize winner, wrote for three major Chicago newspapers in the course of his 34 years as a daily columnist. Chosen from more than 7,000 columns, For the Love of Mike brings back more than a hundred vintage Royko pieces-most of which have not appeared since their initial publication-for readers across the country to enjoy. This second collection includes Royko's riffs on the consequences of accepting a White House dinner invitation (not surprisingly, he turned it down); his explanation of the notorious Ex-Cub Factor in World Series play; and his befuddlement at a private screening of Beyond the Valley of the Dolls, to which he was invited by his pal Ebert, the screenplay's author. The new collection also illuminates Royko's favorite themes, topics he returned to again and again: his skewering of cultural trends, his love of Chicago, and his rage against injustice. By turns acerbic, hilarious, and deeply moving, Royko remains a writer of wit and passion who represents the best of urban journalism. "To read these columns again is to have Mike back again, nudging, chuckling, wincing, deflating pomposity, sticking up for the little guy, defending good ideas against small-minded people," writes Roger Ebert in his foreword to the book. For the Love of Mike does indeed bring Mike back again, and until a Chicago newspaper takes up Ebert's suggestion that it begin reprinting each of Royko's columns, one a day, this collection will more than satisfy Royko's loyal readers.

    Includes new chapter for assessing resources.

    As an author and journalist, Freedman has produced award-winning books, investigative series, opinion columns, and feature stories and has become a specialist in a wide variety of fields. As a teacher, he has shared his expertise and experience with hundreds of students, who have gone on to succeed in both print and broadcast media. In Letters to a Young Journalist, Freedman conducts an extended conversation with young journalists-from kids on the high school paper to graduates starting their first jobs. Whether he's talking about radio documentaries or TV news shows, Internet blogs, or backwater beats, shoeleather research or elegant prose, his goal is to explore the habits of mind that make an excellent journalist. It is no secret that journalism's mission is seriously imperiled these days, and Freedman's provocative ideas and fascinating stories offer students and journalists at all levels of experience wise guidance and professional inspiration.

    Although dashboards are potentially powerful, this potential is rarely realized. The greatest display technology in the world won't solve this if you fail to use effective visual design. And if a dashboard fails to tell you precisely what you need to know in an instant, you'll never use it, even if it's filled with cute gauges, meters, and traffic lights. Don't let your investment in dashboard technology go to waste.This book will teach you the visual design skills you need to create dashboards that communicate clearly, rapidly, and compellingly. Information Dashboard Design will explain how to:Avoid the thirteen mistakes common to dashboard design Provide viewers with the information they need quickly and clearly Apply what we now know about visual perception to the visual presentation of information Minimize distractions, cliches, and unnecessary embellishments that create confusion Organize business information to support meaning and usability Create an aesthetically pleasing viewing experience Maintain consistency of design to provide accurate interpretation Optimize the power of dashboard technology by pairing it with visual effectiveness Stephen Few has over 20 years of experience as an IT innovator, consultant, and educator. As Principal of the consultancy Perceptual Edge, Stephen focuses on data visualization for analyzing and communicating quantitative business information. He provides consulting and training services, speaks frequently at conferences, and teaches in the MBA program at the University of California in Berkeley. He is also the author of Show Me the Numbers: Designing Tables and Graphs to Enlighten. Visit his website at www.perceptualedge.com.

    Today’s "machine-learning" systems, trained by data, are so effective that we’ve invited them to see and hear for us?and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem.Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole?and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands.The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software.In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story.The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.

    The Hal Leonard Ukulele Method is designed for anyone just learning to play ukulele. This comprehensive and easy-to-use beginner's guide by acclaimed performer and uke master Lil' Rev includes many fun songs of different styles to learn and play. Includes: types of ukuleles, tuning, music reading, melody playing, chords, strumming, scales, tremolo, music notation and tablature, a variety of music styles, ukulele history and much more.