This book gives readers the opportunity to understand and profit from these economic indicators.

    Today, ML algorithms accomplish tasks that - until recently - only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and invest.In the book, readers will learn how to:Structure big data in a way that is amenable to ML algorithms Conduct research with ML algorithms on big data Use supercomputing methods and back test their discoveries while avoiding false positives Advances in Financial Machine Learning addresses real life problems faced by practitioners every day, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their individual setting.Written by a recognized expert and portfolio manager, this book will equip investment professionals with the groundbreaking tools needed to succeed in modern finance.

    It's certainly no walk in the park. And, depending on where you've been for your information when it comes to SEO, it might be outdated, or just flat-out wrong. Why is that? Search has been evolving at an uncanny rate in recent years. And, if you're not in the know, then you could end up spinning your wheels and wasting valuable and precious time and resources on techniques that no longer work. The main reason for the recent changes: to increase relevancy. Google's sole mission is to provide the most relevant search results at the top of its searches, in the quickest manner possible. But, in recent years, due to some mischievous behavior at the hand of a small group of people, relevancy began to wane. SEO 2016 :: Understanding Google's Algorithm Adjustments The field of SEO has been changing, all led by Google's onslaught of algorithm adjustments that have decimated and razed some sites while uplifting and building others. Since 2011, Google has made it its mission to hunt out and demote spammy sites that sacrifice user-experience, focus on thin content, or simply spend their time trying to trick and deceive their way to the top of its search results. At the same time, Google has increased its reliance on four major components of trust, that work at the heart of its search algorithm: Trust in Age Trust in Authority Trust in Content Relevancy In this book, you'll learn just how each of these affects Google's search results, and just how you can best optimize your site and content to ensure that you're playing by Google's many rules. And, although there have been many algorithm adjustments over the years, four major ones have shaped and forever changed the search engine landscape: Google Panda Google Penguin Google Hummingbird Google Mobilegeddon We'll discuss the nature of these changes and just how each of these algorithm adjustments have shaped the current landscape in search engine optimization. So what does it take to rank your site today? In order to compete at any level in SEO, you have to earn trust - Google's trust that is. But, what does that take? How can we build trust quickly without jumping through all the hoops? SEO is by no means a small feat. It takes hard work applied consistently overtime. There are no overnight success stories when it comes to SEO. But there are certainly ways to navigate the stormy online waters of Google's highly competitive search. Download SEO 2016 :: Learn Search Engine Optimization Lift the veil on Google's complex search algorithm, and understand just what it takes to rank on Google searches today, not yesterday.

    Database performance has become a major headache, and most IT departments believe that developers should provide simple SQL code to solve immediate problems and let DBAs tune any bad SQL later.In The Art of SQL, author and SQL expert Stephane Faroult argues that this safe approach only leads to disaster. His insightful book, named after Art of War by Sun Tzu, contends that writing quick inefficient code is sweeping the dirt under the rug. SQL code may run for 5 to 10 years, surviving several major releases of the database management system and on several generations of hardware. The code must be fast and sound from the start, and that requires a firm understanding of SQL and relational theory.The Art of SQL offers best practices that teach experienced SQL users to focus on strategy rather than specifics. Faroult's approach takes a page from Sun Tzu's classic treatise by viewing database design as a military campaign. You need knowledge, skills, and talent. Talent can't be taught, but every strategist from Sun Tzu to modern-day generals believed that it can be nurtured through the experience of others. They passed on their experience acquired in the field through basic principles that served as guiding stars amid the sound and fury of battle. This is what Faroult does with SQL.Like a successful battle plan, good architectural choices are based on contingencies. What if the volume of this or that table increases unexpectedly? What if, following a merger, the number of users doubles? What if you want to keep several years of data online? Faroult's way of looking at SQL performance may be unconventional and unique, but he's deadly serious about writing good SQL and using SQL well. The Art of SQL is not a cookbook, listing problems and giving recipes. The aim is to get you-and your manager-to raise good questions.

    No longer is execution speed the sole criterion for judging compiled code. Today, code might be judged on how small it is, how much power it consumes, how well it compresses, or how many page faults it generates. In this evolving environment, the task of building a successful compiler relies upon the compiler writer's ability to balance and blend algorithms, engineering insights, and careful planning. Today's compiler writer must choose a path through a design space that is filled with diverse alternatives, each with distinct costs, advantages, and complexities.Engineering a Compiler explores this design space by presenting some of the ways these problems have been solved, and the constraints that made each of those solutions attractive. By understanding the parameters of the problem and their impact on compiler design, the authors hope to convey both the depth of the problems and the breadth of possible solutions. Their goal is to cover a broad enough selection of material to show readers that real tradeoffs exist, and that the impact of those choices can be both subtle and far-reaching.Authors Keith Cooper and Linda Torczon convey both the art and the science of compiler construction and show best practice algorithms for the major passes of a compiler. Their text re-balances the curriculum for an introductory course in compiler construction to reflect the issues that arise in current practice.

    Introductory Graph Theory presents a nontechnical introduction to this exciting field in a clear, lively, and informative style. Author Gary Chartrand covers the important elementary topics of graph theory and its applications. In addition, he presents a large variety of proofs designed to strengthen mathematical techniques and offers challenging opportunities to have fun with mathematics. Ten major topics — profusely illustrated — include: Mathematical Models, Elementary Concepts of Graph Theory, Transportation Problems, Connection Problems, Party Problems, Digraphs and Mathematical Models, Games and Puzzles, Graphs and Social Psychology, Planar Graphs and Coloring Problems, and Graphs and Other Mathematics. A useful Appendix covers Sets, Relations, Functions, and Proofs, and a section devoted to exercises — with answers, hints, and solutions — is especially valuable to anyone encountering graph theory for the first time. Undergraduate mathematics students at every level, puzzlists, and mathematical hobbyists will find well-organized coverage of the fundamentals of graph theory in this highly readable and thoroughly enjoyable book.

    With city-sized populations of nearly full-time players, these games generate their own cultures, governments, and social systems and, inevitably, their own economies, which spill over into the real world.The desire for virtual goods--magic swords, enchanted breastplates, and special, hard-to-get elixirs--has spawned a cottage industry of "virtual loot farmers": People who play the games just to obtain fantasy goods that they can sell in the real world. The best loot farmers can make between six figures a year and six figures a month.Play Money is an extended walk on the weird side: a vivid snapshot of a subculture whose denizens were once the stuff of mere sociological spectacle but now--with computer gaming poised to eclipse all other entertainments in dollar volume, and with the lines between play and work, virtual and real increasingly blurred--look more and more like the future.

    Ernest Chan, a respected independent trader and consultant, will show you how. Whether you're an independent retail trader looking to start your own quantitative trading business or an individual who aspires to work as a quantitative trader at a major financial institution, this practical guide contains the information you need to succeed.

    For the first time, these books are available as a boxed, three-volume set. The handsome slipcase makes this set an ideal gift for the recent computer science graduate or professional programmer. Offering a description of classical computer science, this multi-volume work is a useful resource in programming theory and practice for students, researchers, and practitioners alike. For programmers, it offers cookbook solutions to their day-to-day problems.

    Told through the eyes of a fictional insider, this engaging story provides a detailed look at the hedge fund business in the late 1990s and through the first decade of the twenty-first century.A Tale From the Hedge Fund World chronicles the life of a poor boy who ends up amassing more wealth than he ever thought possible. From studying Wall Street charts while sitting on the sidelines of football practice to realizing how so much money can be made in a short period of time, this book provides a bird's eye view of the inner workings of Wall Street and what it takes to make it there.Puts the word of hedge funds in perspective and reveals the competitive and lucrative nature of this field Other titles by Biggs: Hedgehogging and Wealth, War & WisdomAlso describes the bursting of the mortgage bubble and the great financial crisis that followed No one knows more about the hedge fund world of the past twenty years than Barton Biggs. His new fable offers an entertaining look at this field and those who aspire to excel within it.

    The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google PageRank and Markov chain Monte Carlo MCMC. Additional application areas explored include genetics, medicine, computer science, and information theory. The print book version includes a code that provides free access to an eBook version. The authors present the material in an accessible style and motivate concepts using real-world examples. Throughout, they use stories to uncover connections between the fundamental distributions in statistics and conditioning to reduce complicated problems to manageable pieces. The book includes many intuitive explanations, diagrams, and practice problems. Each chapter ends with a section showing how to perform relevant simulations and calculations in R, a free statistical software environment.

    No wonder he's compiled such an amazing record of success as a money manager. Every investor can benefit from the wisdom he offers in his new book. Don't miss it! --Paul Tudor Jones Tudor Investment Corporation Here's a simple review in three steps: 1. Buy this book! 2. Read this book! 3. See step 2. For those who can't take a hint, Victor Sperandeo with T. Sullivan Brown has written a gem, a book of value for everyone in the markets, whether egghead, novice or seasoned speculator. --John Sweeney Technical Analysis of Stocks and Commodities Get Trader Vic-Methods of a Wall Street Master by Victor Sperandeo, read it over and over and you'll never have a losing year again. --Yale Hirsch Smart Money I have followed Victor Sperandeo's advice for ten years, and the results have been outstanding. This book is a must for any serious investor. --James J. Hayes, Vice President, Investments Prudential Securities Inc. This book covers all the important aspects of making money and integrates them into a unifying philosophy that includes economics, Federal Reserve policy, trading methods, risk, psychology, and more. It's a philosophy everyone should understand. --T. Boone Pickens, General Partner Mesa Limited Partnership This book gave me a wealth of new insights into trading. Whether you're a short-term trader or a long-term investor, you will improve your performance by following Sperandeo's precepts. --Louis I. Margolis Managing Director, Salomon Brothers, Inc.

    Written from a computer science perspective by three leading experts in the field, it gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Although originally designed as the primary text for a graduate or advanced undergraduate course in information retrieval, the book will also create a buzz for researchers and professionals alike.

    Beginning with an introduction to array formulas, this manual examines topics such as how they differ from ordinary formulas, the benefits and drawbacks of their use, functions that can and cannot handle array calculations, and array constants and functions. Among the practical applications surveyed include how to extract data from tables and unique lists, how to get results that match any criteria, and how to utilize various methods for unique counts. This book contains 529 screen shots.

    He taught himself how to trade everything from shares to Bitcoin and made enough money to realise his dream and quit his day job while still in his 30s.In The Crypto Trader, Glen will show you exactly how he made huge profits trading Bitcoin, Ethereum, Ripple and more, so that you can do it too - without risking your shirt.Glen publicly called the top of the market in December 2017 and took his profits before the crash. But there are still tons of trading opportunities out there and Glen continues to trade crypto successfully.Inside you'll see his multi-hundred-percent gains on a raft of cryptocurrencies and learn how he builds his profits and holds onto them. Glen reveals all his trading strategies, the proven methods and rules that make him one of the most followed traders in the world on social media. (He is also frequently interviewed by the BBC, Forbes and LBC, and is a contributing expert on cryptocurrency at the London School of Economics.)It took Glen years of study and trial and error to become a consistent money maker. He learnt his trading lessons the hard way - so you don't have to. With The Crypto Trader by your side, you'll learn how to grab opportunities, make money - and keep it.