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.

    The work-from-home workforce is global and can accommodate your lifestyle and family life far better than any 9-5 job. Make Money Online - 97 Real Companies That Pay You To Work In Your Pajamas is a treasure trove of resources for anyone at any age who is looking for ways to start making more income without giving up an existing job or college study. These companies will hire you as an employee or independent contractor to work full-time or part-time from the comfort of your home and even in your pajamas, if you wish. If you are unemployed or underemployed this concise guide will show you more than 97 ways to start making money online immediately with your computer and an internet connection. Companies You Know These are trustworthy companies you've heard of, like American Express, U-haul and Amazon. Connie Brentford also gives tips on how to avoid the plethora of scams that exist in the work-at-home marketplace. Each of the job categories in the book is explained so you know the basics of what the job requires before you apply with any of the companies. Some of the companies have extensive benefit packages and hire you on as a part-time or full-time employee. Others contract with you as a private contractor for a specific type of work over a specific length of time. Either way, you’re working from home and taking control of your own schedule and your own life. Table of Contents - The Benefits of Working From Home - Your Work At Home Strategy - Call Center Work - Google Rater Jobs - Online Transcription Work - Online Tutors - Writing For Pay - Bookkeeping/Accounting/Tax Preparation - Administrative Assistant - Medical Insurance/Coding - Short-Term Work or Micro-work Jobs - Job Searching Beyond This Book - Money Matters, Taxes and the Independent Contractor - Avoiding Scams - Companies That Pay International Workers - 5 Fun Bonus Jobs That Still Earn You Money - Skills You Need For Launching Your Own Work From Home Business This ebook with 102 work-from-home job opportunities was written and priced for anyone who needs access to real companies that pay you to work from the comfort of your home. The economy is changing at an incredible rate and while many jobs are disappearing or being downsized, a world of new opportunities is exploding. Make Money Online - 97 Real Companies That Pay You To Work In Your Pajamas shows you exactly, in step by step detail, how to start making good money from home with proven companies providing proven jobs, many of which offer paid vacation and extensive benefit packages for their employees.

    Most of the time this math works quietly behind the scenes . . . until it doesn't. All sorts of seemingly innocuous mathematical mistakes can have significant consequences.Math is easy to ignore until a misplaced decimal point upends the stock market, a unit conversion error causes a plane to crash, or someone divides by zero and stalls a battleship in the middle of the ocean.Exploring and explaining a litany of glitches, near misses, and mathematical mishaps involving the internet, big data, elections, street signs, lotteries, the Roman Empire, and an Olympic team, Matt Parker uncovers the bizarre ways math trips us up, and what this reveals about its essential place in our world. Getting it wrong has never been more fun.

    In Dataclysm, Christian Rudder uses it to show us who we truly are.   For centuries, we’ve relied on polling or small-scale lab experiments to study human behavior. Today, a new approach is possible. As we live more of our lives online, researchers can finally observe us directly, in vast numbers, and without filters. Data scientists have become the new demographers.   In this daring and original book, Rudder explains how Facebook "likes" can predict, with surprising accuracy, a person’s sexual orientation and even intelligence; how attractive women receive exponentially more interview requests; and why you must have haters to be hot. He charts the rise and fall of America’s most reviled word through Google Search and examines the new dynamics of collaborative rage on Twitter. He shows how people express themselves, both privately and publicly. What is the least Asian thing you can say? Do people bathe more in Vermont or New Jersey? What do black women think about Simon & Garfunkel? (Hint: they don’t think about Simon & Garfunkel.) Rudder also traces human migration over time, showing how groups of people move from certain small towns to the same big cities across the globe. And he grapples with the challenge of maintaining privacy in a world where these explorations are possible.   Visually arresting and full of wit and insight, Dataclysm is a new way of seeing ourselves—a brilliant alchemy, in which math is made human and numbers become the narrative of our time.

    Whether you’re working with a few dollars a week or a significant inheritance, Bach’s nine-step program gives you tools for spending wisely, establishing security, and aligning money with your values. Plus, in this completely revised and updated edition, David Bach includes critical new long-term investment advice, information on teaching your kids about money, Internet resources, and new ways to attract greater wealth–personal and financial–into your life.

    You've reached major milestones and accumulated more assets than you dreamed possible, and yet you hesitate. “Can I retire?” This book will help answer that question by showing you…. The tools you need to live a secure and independent retirement, without worrying about money What you must know before leaving a career behind How much it will cost you to live in retirement, and how to manage your cash flow The current choices for retirement health care, including lesser-known but effective options The threat from inflation: two secrets that politicians and bankers will never admit A realistic assessment of the impact that income taxes will have on your retirement Social Security’s role in your retirement: when you should claim and how much it’s worth to you How to construct and manage an investment portfolio for income and growth in retirement About immediate annuities and why you need multiple sources of retirement income The key variables and unknowns in your retirement withdrawal equation Reviews of the best retirement calculators, and tips for how to use them accurately Beyond the simplistic 4% Rule to the latest research on safe withdrawal rates Realistic bracketing of your retirement savings needs, without over caution or overconfidence The history of economic cycles and the related asset classes for optimal retirement security A survey of strategies plus original research for how to orchestrate your retirement distributions A practical retirement fuel gauge alerting you to problems while you still have time to act Backup plans: the lifeboat strategies for ensuring you'll never be without essential income The 6 crucial questions to answer before you can retire The one, simple, powerful, non-financial reason that you can and should retire earlier than later

    An authoritative introduction to "fuzzy logic" brings readers up to speed on the "smart" products and computers that will change all of our lives in the future.

    But often, a company's published accounts offer clues to impending disaster, providing you know where to look. Through the forensic examination of more than 20 recent stock market disasters, Tim Steer reveals how companies hide or disguise worrying facts about the robustness of their business. In his lively style, he looks at the themes that underlie the ways companies hide the truth and he stresses that in an assessment of a company's accounts, investors should always bear in mind that the only fact is cash; everything else - profit, assets, etc - is a matter of opinion. Full of invaluable lessons for investors, the book concludes with some trenchant observations on what is wrong in the worlds of investment, audit and financial regulation, and what changes should be introduced.

    This book introduces you to the Fundamental Theorem of Poker, its implications, and how it should affect your play. Other chapters discuss the value of deception, bluffing, raising, the slow-play, the value of position, psychology, heads-up play, game theory, implied odds, the free card, and semibluffing. Many of today's top poker players will tell you that this is the book that really made a difference in their play. That is, these are the ideas that separate the experts from the typical players. Those who read and study this book will literally leave behind those who don't, and most serious players wear the covers off their copies. This is the best book ever written on poker.

    Today, he is the owner of a flourishing taxi service business and is scouting around to buy a Mercedes Benz...not on a loan but with the wealth he has amassed over the years! How did he get from being a driver to a millionaire? Three simple secrets - he had the courage to dream big, learn about financial planning and implement what he learnt. Now, while you don't need anyone to help you to dream big, here is a book that will teach you everything that Vaibhav learnt. All you have to do is find the tenacity to implement it. Everything, from the importance of saving and investing and the need for life and health insurance to various investment products like mutual funds, SIP, PPF etc. that can enable you to build wealth, is explained in this book in simple and jargon free language. It helps you to choose instruments that are most suitable for you and explains why you would be better off without others. Dream Big simplifies and breaks down common financial planning principles such as risk profiling, asset allocation, portfolio construction, rebalancing etc. and explains the tax implications of various investment decisions. It also contains sections on planning for retirement and a legacy, and financial planning for women, divorced individuals, defence employees, senior citizens, etc.

    But for those of us who left math behind in high school, the numbers and figures hurled at us as we go about our days can sometimes leave us scratching our heads and feeling as if we’re fumbling through a mathematical minefield. In this eye-opening and extraordinarily accessible book, mathemati­cian Kit Yates illuminates hidden principles that can help us understand and navigate the chaotic and often opaque surfaces of our world. In The Math of Life and Death, Yates takes us on a fascinating tour of everyday situations and grand-scale applications of mathematical concepts, including exponential growth and decay, optimization, statistics and probability, and number systems. Along the way he reveals the mathematical undersides of controversies over DNA testing, medical screening results, and historical events such as the Chernobyl disaster and the Amanda Knox trial. Readers will finish this book with an enlightened perspective on the news, the law, medicine, and history, and will be better equipped to make personal decisions and solve problems with math in mind, whether it’s choosing the shortest checkout line at the grocery store or halting the spread of a deadly disease.

    If your job requires you to manage and analyze all kinds of data, turn to Head First Data Analysis, where you'll quickly learn how to collect and organize data, sort the distractions from the truth, find meaningful patterns, draw conclusions, predict the future, and present your findings to others. Whether you're a product developer researching the market viability of a new product or service, a marketing manager gauging or predicting the effectiveness of a campaign, a salesperson who needs data to support product presentations, or a lone entrepreneur responsible for all of these data-intensive functions and more, the unique approach in Head First Data Analysis is by far the most efficient way to learn what you need to know to convert raw data into a vital business tool. You'll learn how to:Determine which data sources to use for collecting information Assess data quality and distinguish signal from noise Build basic data models to illuminate patterns, and assimilate new information into the models Cope with ambiguous information Design experiments to test hypotheses and draw conclusions Use segmentation to organize your data within discrete market groups Visualize data distributions to reveal new relationships and persuade others Predict the future with sampling and probability models Clean your data to make it useful Communicate the results of your analysis to your audience Using the latest research in cognitive science and learning theory to craft a multi-sensory learning experience, Head First Data Analysis uses a visually rich format designed for the way your brain works, not a text-heavy approach that puts you to sleep.

    Using it, scientists can find order emerging from seemingly random interactions of all kinds, from something as simple as flipping coins through to more challenging problems such as the patterns in modern jazz, the growth of cancer tumours, and predicting shopping habits.

    Aczel turns his sights on probability theory -- the branch of mathematics that measures the likelihood of a random event. He explains probability in clear, layman's terms, and shows its practical applications. What is commonly called luck has mathematical roots and in Chance, you'll learn to increase your odds of success in everything from true love to the stock market. For thousands of years, the twin forces of chance and mischance have beguiled humanity like none other. Why does fortune smile on some people, and smirk on others? What is luck, and why does it so often visit the undeserving? How can we predict the random events happening around us? Even better, how can we manipulate them? In this delightful and lucid voyage through the realm of the random, Dr. Aczel once again makes higher mathematics intelligible to us.

    They're called "Generation Debt" and "Generation Broke" by the media -- people in their twenties and thirties who graduate college with a mountain of student loan debt and are stuck with one of the weakest job markets in recent history. The goals of their parents' generation -- buy a house, support a family, send kids to college, retire in style -- seem absurdly, depressingly out of reach. They live off their credit cards, may or may not have health insurance, and come up so far short at the end of the month that the idea of saving money is a joke. This generation has it tough, without a doubt, but they're also painfully aware of the urgent need to take matters into their own hands.The Money Book was written to address the specific financial reality that faces young people today and offers a set of real, not impossible, solutions to the problems at hand and the problems ahead. Concisely, pragmatically, and without a whiff of condescension, Suze Orman tells her young, fabulous & broke readers precisely what actions to take and why. Throughout these pages, there are icons that direct readers to a special YF&B domain on Suze's website that offers more specialized information, forms, and interactive tools that further customize the information in the book. Her advice at times bucks conventional wisdom (did she just say use your credit card?) and may even seem counterintuitive (pay into a retirement fund even though your credit card debt is killing you?), but it's her honesty, understanding, and uncanny ability to anticipate the needs of her readers that has made her the most trusted financial expert of her day.Over the course of ten chapters that can be consulted methodically, step-by-step, or on a strictly need-to-know basis, Suze takes the reader past broke to a secure place where they'll never have to worry about revisiting broke again. And she begins the journey with a bit of overwhelmingly good news (yes, there really is good news): Young people have the greatest asset of all on their side -- time.