In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible.

    The book begins with an Overview section. This provides an introduction to Financial Management and to the Financial Environment. The next part covers Financial Planning and Analysis. This section explains concepts like taxes, cash flow, financial statements, and analysis of funds flow and statements. It also discusses financial planning and forecasting.The third part covers the Fundamental Valuation Concepts. This section looks at risk and return, and Securities valuation. The next two parts focus on capital structure, budgeting and dividends. These sections discuss cost of capital, capital structure, planning the capital structure, share valuation and dividend policy. The chapter on Capital budgeting also includes techniques of capital budgeting and analyzing risks in capital budgeting. Part seven goes into Long Term Financing. It covers securities market and sources of long term finance.The next part discusses Working Capital Management. It covers topics like working capital policy and financing, inventory management, and cash and credit management. The last part looks at some special topics like acquisitions, restructuring and mergers. It also discusses international finance management, and project finance, leasing and hire purchase.Fundamentals Of Financial Management provides a good coverage of the basic concepts relating to the financial environment. The topics explained include tax systems, financial institutions, banking arrangements and the regulatory framework. All the concepts are explained using numerous examples and illustrations. Besides the illustrations given within the chapter, additional concepts, tools and techniques with illustrations are provided at the end of chapter sections. The book takes an analytical approach, and explains the various analytical methods in context.

    The book's conceptual presentation focuses on ADTs and the analysis of algorithms for efficiency, with a particular concentration on performance and running time. The second edition contains a new chapter that examines advanced data structures such as red black trees, top down splay trees, treaps, k-d trees, and pairing heaps among others. All code examples now conform to ANSI C and coverage of the formal proofs underpinning several key data structures has been strengthened.

    How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

    It offers targeted assessment, easy-to-follow instruction, hundreds of reinforcement activities, and simulated GED tests for all five GED subject areas: Test 1 Language Arts, Writing; Test 2 Social Studies; Test 3 Science; Test 4 Language Arts, Reading; Test 5 Mathematics. A half-length Pretest for each subject helps pinpoint strengths and weaknesses for targeting study. Clear instruction, followed by hundred of practice questions in official GED format help to build confidence. A Posttest for each subject is followed by a second Practice Test in official GED format to determine readiness for the actual test.

    These strategies have been both back-tested up to 1995, but also have been traded by Larry and his team under multiple market conditions. This is the must have book for anyone seeking to improve their trading in any market condition. You'll see strategies and methods which you've likely never seen before, all of which are statistically backed by more than a decade's worth of research. The Single Best Oscillator for Traders Do you know what's the best oscillator to use for your trading? In Chapter 9 you'll learn the one oscillator Larry believes is the closest to being the holy grail of oscillators. And you'll see the test results when applied to over 77,000 trades since 1995! How to Make Your Trading Edges Even Bigger On pages 39-48, Larry will teach you the one simple technique to help make your daily trading edges even greater. Learn to Properly Trade ETFs Larry teaches you some of his best strategies to trade popular ETFs like the SPYs, QQQQ's and many of the more actively traded ETFs. Professionals are flocking to ETFs and now you'll have in your possession statistically backed ETF strategies you'll be able to apply for years to come. How to Trade Using the VIX Do you use the VIX to time your trades? You'll learn numerous ways to use the VIX, many which have been over 70% correct going back more than a decade. "Larry has done it again. He delivers an insightful handbook of practical, useful and timeless methods to profit in the market." Tony Saliba, CEO of BNY ConvergEx LiquidPoint; Profiled in Market Wizards The Mind Trading is as mentally tough as any profession in the world. Now learn from a world class expert, who Larry interviewed on extreme psychological training and what it takes to succeed not only in trading but in all walks of life. Learn how to improve your trading results by purchasing Short Term Trading Strategies That Work today!

    Fully stocked with solved problemsN950 of themNit shows you how to solve problems that may not have been fully explained in class. Plus you ge"

    By the time you're halfway through this fast-paced, hands-on guide, you'll have built a series of useful projects, including a complete ZigBee wireless network that delivers remotely sensed data.Radio networking is creating revolutions in volcano monitoring, performance art, clean energy, and consumer electronics. As you follow the examples in each chapter, you'll learn how to tackle inspiring projects of your own. This practical guide is ideal for inventors, hackers, crafters, students, hobbyists, and scientists.Investigate an assortment of practical and intriguing project ideasPrep your ZigBee toolbox with an extensive shopping list of parts and programsCreate a simple, working ZigBee network with XBee radios in less than two hours -- for under $100Use the Arduino open source electronics prototyping platform to build a series of increasingly complex projectsGet familiar with XBee's API mode for creating sensor networksBuild fully scalable sensing and actuation systems with inexpensive componentsLearn about power management, source routing, and other XBee technical nuancesMake gateways that connect with neighboring networks, including the Internet

    One was mathematician Claude Shannon, neurotic father of our digital age, whose genius is ranked with Einstein's. The other was John L. Kelly Jr., a Texas-born, gun-toting physicist. Together they applied the science of information theory—the basis of computers and the Internet—to the problem of making as much money as possible, as fast as possible.Shannon and MIT mathematician Edward O. Thorp took the "Kelly formula" to Las Vegas. It worked. They realized that there was even more money to be made in the stock market. Thorp used the Kelly system with his phenomenonally successful hedge fund, Princeton-Newport Partners. Shannon became a successful investor, too, topping even Warren Buffett's rate of return. Fortune's Formula traces how the Kelly formula sparked controversy even as it made fortunes at racetracks, casinos, and trading desks. It reveals the dark side of this alluring scheme, which is founded on exploiting an insider's edge.Shannon believed it was possible for a smart investor to beat the market—and Fortune's Formula will convince you that he was right.

    The reason, say Lynch and Rothchild, is that the basics of investing—the fundamentals of our economic system and what they have to do with the stock market—aren’t taught in school. At a time when individuals have to make important decisions about saving for college and 401(k) retirement funds, this failure to provide a basic education in investing can have tragic consequences. For those who know what to look for, investment opportunities are everywhere. The average high school student is familiar with Nike, Reebok, McDonald’s, the Gap, and The Body Shop. Nearly every teenager in America drinks Coke or Pepsi, but only a very few own shares in either company or even understand how to buy them. Every student studies American history, but few realize that our country was settled by European colonists financed by public companies in England and Holland—and the basic principles behind public companies haven’t changed in more than three hundred years. In Learn to Earn, Lynch and Rothchild explain in a style accessible to anyone who is high school age or older how to read a stock table in the daily newspaper, how to understand a company annual report, and why everyone should pay attention to the stock market. They explain not only how to invest, but also how to think like an investor.

    

    The story of the next thirty years will not be a repeat of the last thirty." One of the most respected voices on Wall Street, Meredith Whitney shot to global prominence in 2007 when her warnings of a looming crisis in the financial sector proved all too prescient. Now, in her first book, she expands upon her biggest call since the financial crisis. Whitney points out that it wasn't just consum-ers who binged on debt for the past twenty years but state and local governments too. She explains how the fiscal sins of the past are beginning to transform the U.S. economy along regional lines. And she shows how we are moving into a new era in which wealth, power, and opportunity flow away from the coasts and toward the central corridor. The housing boom was initially great for states such as California, Nevada, and Florida. State and municipal coffers overflowed, unemployment shrank, and local governments spent their tax revenue windfalls on pay hikes and pension increases for their public employees. But when the boom dried up in those parts of the country, so too did the tax revenues, forcing tax rate hikes and cuts to essential public services—especially education and infrastructure. In contrast to those doom and gloom head-lines, a much different trend was developing in interior states such as North Dakota, Indiana, and Texas. They survived the housing crisis relatively unscathed, avoiding mass foreclosures and bud-getary chaos. As a result they've had the money to retrain workers and offer tax incentives to companies willing to relocate. Coupled with the recent booms in natural gas and oil extraction and a resurgence in manufacturing, these states are poised to become the new powerhouses of the American economy. Whitney offers a sobering vision of the next few decades, with the coastal states continuing to struggle while the central corridor contin-ues to thrive. She explores the consequences of roughly half the country stuck in a vicious cycle of decline while the other half enjoys a virtuous circle of growth. Whitney also offers practical ideas to help the struggling parts of the country—before the fate of the states becomes irreversible.

      Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.

    Digital technologies—with hardware, software, and networks at their core—will in the near future diagnose diseases more accurately than doctors can, apply enormous data sets to transform retailing, and accomplish many tasks once considered uniquely human.In The Second Machine Age MIT’s Erik Brynjolfsson and Andrew McAfee—two thinkers at the forefront of their field—reveal the forces driving the reinvention of our lives and our economy. As the full impact of digital technologies is felt, we will realize immense bounty in the form of dazzling personal technology, advanced infrastructure, and near-boundless access to the cultural items that enrich our lives.Amid this bounty will also be wrenching change. Professions of all kinds—from lawyers to truck drivers—will be forever upended. Companies will be forced to transform or die. Recent economic indicators reflect this shift: fewer people are working, and wages are falling even as productivity and profits soar.Drawing on years of research and up-to-the-minute trends, Brynjolfsson and McAfee identify the best strategies for survival and offer a new path to prosperity. These include revamping education so that it prepares people for the next economy instead of the last one, designing new collaborations that pair brute processing power with human ingenuity, and embracing policies that make sense in a radically transformed landscape.A fundamentally optimistic book, The Second Machine Age alters how we think about issues of technological, societal, and economic progress.

    A simple web search picks out a handful of relevant needles from the world's biggest haystack: the billions of pages on the World Wide Web. Uploading a photo to Facebook transmits millions of pieces of information over numerous error-prone network links, yet somehow a perfect copy of the photo arrives intact. Without even knowing it, we use public-key cryptography to transmit secret information like credit card numbers; and we use digital signatures to verify the identity of the websites we visit. How do our computers perform these tasks with such ease? This is the first book to answer that question in language anyone can understand, revealing the extraordinary ideas that power our PCs, laptops, and smartphones. Using vivid examples, John MacCormick explains the fundamental "tricks" behind nine types of computer algorithms, including artificial intelligence (where we learn about the "nearest neighbor trick" and "twenty questions trick"), Google's famous PageRank algorithm (which uses the "random surfer trick"), data compression, error correction, and much more. These revolutionary algorithms have changed our world: this book unlocks their secrets, and lays bare the incredible ideas that our computers use every day.