Written not from a post-crisis perspective – but from a preventative point of view – this book traces the development of financial derivatives from bonds to credit default swaps, and shows how mathematical formulas went beyond pricing to expand their use to the point where they dwarfed the real economy. You'll learn how the deadly allure of their ice-cold beauty has misled generations of economists and investors, and how continued reliance on these formulas can either assist future economic development, or send the global economy into the financial equivalent of a cardiac arrest. Rather than rehash tales of post-crisis fallout, this book focuses on preventing the next one. By exploring the heart of the shadow economy, you'll be better prepared to ride the rough waves of finance into the turbulent future. Delve into one of the world's least-understood but highest-impact industries Understand the key principles of quantitative finance and the evolution of the field Learn what quantitative finance has become, and how it affects us all Discover how the industry's next steps dictate the economy's future How do you create a quadrillion dollars out of nothing, blow it away and leave a hole so large that even years of "quantitative easing" can't fill it – and then go back to doing the same thing? Even amidst global recovery, the financial system still has the potential to seize up at any moment. The Money Formula explores the how and why of financial disaster, what must happen to prevent the next one.

    Topics you can expect to see in this book include: ● What problem does blockchain solve? ● How can technology make our institutions faster and less expensive? ● Could technology replace our institutions (like governments, banks, etc) altogether? ● How does blockchain build trust between strangers? ● How does blockchain increase security for transactions and contracts? ● Can blockchain be used outside of finance? ● What is a block? ● What is the chain and why do we need it? ● What’s a technical explanation of what happens in the blockchain? ● What is mining and why do we need it? ● Are there alternatives to mining to create a blockchain? ● What’s the story of Bitcoin? ● Does Bitcoin have any problems? ● What is Ethereum, and what is a smart contract? ● Are there other blockchain technologies I should know about? ● How are companies adopting blockchain? ● What regulatory hurdles might slow blockchain adoption? Whew, that’s a lot of questions. If you’re ready to tackle them, I’m ready

    This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics--particularly in machine learning, scientific modeling, and artificial life--and reviews a broad span of research, including the work of Mitchell and her colleagues.The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics, underscoring the exciting general purpose nature of genetic algorithms as search methods that can be employed across disciplines.An Introduction to Genetic Algorithms is accessible to students and researchers in any scientific discipline. It includes many thought and computer exercises that build on and reinforce the reader's understanding of the text. The first chapter introduces genetic algorithms and their terminology and describes two provocative applications in detail. The second and third chapters look at the use of genetic algorithms in machine learning (computer programs, data analysis and prediction, neural networks) and in scientific models (interactions among learning, evolution, and culture; sexual selection; ecosystems; evolutionary activity). Several approaches to the theory of genetic algorithms are discussed in depth in the fourth chapter. The fifth chapter takes up implementation, and the last chapter poses some currently unanswered questions and surveys prospects for the future of evolutionary computation.

    In this simple pattern beginning with two ones, each succeeding number is the sum of the two numbers immediately preceding it (1, 1, 2, 3, 5, 8, 13, 21, ad infinitum). Far from being just a curiosity, this sequence recurs in structures found throughout nature - from the arrangement of whorls on a pinecone to the branches of certain plant stems. All of which is astounding evidence for the deep mathematical basis of the natural world. With admirable clarity, two veteran math educators take us on a fascinating tour of the many ramifications of the Fibonacci numbers. They begin with a brief history of a distinguished Italian discoverer, who, among other accomplishments, was responsible for popularizing the use of Arabic numerals in the West. Turning to botany, the authors demonstrate, through illustrative diagrams, the unbelievable connections between Fibonacci numbers and natural forms (pineapples, sunflowers, and daisies are just a few examples). In art, architecture, the stock market, and other areas of society and culture, they point out numerous examples of the Fibonacci sequence as well as its derivative, the "golden ratio." And of course in mathematics, as the authors amply demonstrate, there are almost boundless applications in probability, number theory, geometry, algebra, and Pascal's triangle, to name a few.Accessible and appealing to even the most math-phobic individual, this fun and enlightening book allows the reader to appreciate the elegance of mathematics and its amazing applications in both natural and cultural settings.

    Covering Sid's early years in South Africa and life as a ladies' hairdresser, his obsession with gambling and women, his questioning by Scotland Yard in a murder case, Hancock's Half Hour and the Carry On films, and Sid's death on stage at the age of 63, Cliff Goodwin reveals the amazing truth behing the legend.

     Buddhism is an agnostic religion. It neither acknowledges the existence of a god nor denies it. It simply teaches that we must live by a moral code because it is our nature to do so, regardless of whether a god exists or not. To choose good in the hopes of reward, while avoiding evil out of fear of punishment, is not true goodness. It is sheer hypocrisy — a selfish desire to do something in return for our own benefit. To understand the Four Noble Truths and the Eightfold Path, we first have to understand the word “dukkha.” This is often mistranslated into English as “suffering,” giving people the idea that Buddhism is a pessimistic religion. Nothing can possibly be further from the truth. While dukkha can certainly be understood to mean “suffering,” it would be more accurate to translate this word as “anxiety,” “stress,” or “dissatisfaction.” This book endeavors to explain the Buddha’s perspective on dukkha, and how one can live in spite of it, even striving to move beyond it. If you’re ready to learn more about dukkha and the path to liberation, let’s get started! Here Is A Preview Of What You'll Learn... About Buddhist Diversity Understanding Dukkha The Four Noble Truths The Eightfold Path Panna – Wisdom Śila – Ethical Conduct Samādhi – Concentration Nibbāna – Blown Out Much, much more! Download your copy today! Tags: eight-fold path, nirvana, the four noble truths and the eightfold path, four noble truths and eightfold path, buddhism, buddhist, theraveda buddhism, Eightfold Path, four noble truths, nibbana, eightfold path of buddhism, the eightfold path, noble eightfold path, eight fold path

    The text is based on the modern limit states approach to design and covers areas such as the properties of steel, types of steel structures, important areas of structural steel technology, bolted connections, welded connection, design of trusses, design of plate girders, and design of beam columns. Each chapter features solved examples, review questions, and practice problems as well as ample illustrations that supplement the text. Chapters on advanced topics such as protection of steel structures against corrosion and fire, fatigue resistant design, and design for torsion have been included in a CD that accompanies the book.

    Real stories about the patients, nurses, consulting physicians, and daily life of a busy Emergency Department. Get a glimpse inside the inner workings of an Emergency Department and the staff that works there, caring for patients and their families. From a toddler who can cuss a blue streak, a dead mouse brought into the Emergency Department, to critical resuscitations, these are stories that you will never forget.

    Parker removes that pain by offering an opportunity to Get-to-Know the 'Master of Electricity,' to learn of his youth and upbringing, his early career, and of course his pivotal role in advancing the World into the Electrical Age! Turn these pages and enjoy the opportunity to learn history, but better yet to come to know Tesla better through Parker’s amazing ability to describe his life, his eccentricities and above all, his accomplishments; making this an enjoyable and interesting Quick-Read Biography. This Book also Comes with a FREE Gift!

    Like its predecessors, the seventh edition includes the absolute minimum of mathematical/statistical notation necessary to teach the material. Concepts are fully explained in simple, easy-to-understand language as they are presented, making the book an excellent source from which to learn and teach. After each discussion, readers are guided through real-world examples to show how book principles work in professional practice. Includes easy-to-understand explanations of difficult statistical topics, such as sampling distributions, relationship between confidence level and confidence interval, interpreting r-square. A complete package of teaching/learning aids is provided in every chapter, including chapter review exercises, chapter concepts tests,"Statistics at Work" conceptual cases, "Computer Database Exercises," "From the Textbook to the Real-World Examples." This ISBN is in two volumes Part A and Part B.

    But building a machine learning system requires that you make practical decisions: Should you collect more training data? Should you use end-to-end deep learning? How do you deal with your training set not matching your test set? and many more. Historically, the only way to learn how to make these "strategy" decisions has been a multi-year apprenticeship in a graduate program or company. This is a book to help you quickly gain this skill, so that you can become better at building AI systems.

    If they are right, the consequence could be an intelligence explosion, in which the AI rapidly and enormously exceeds human cognitive ability. Pandora's Brain is a science and philosophy thriller by best-selling writer Calum Chace. It uses the issues raised by the coming machine intelligence explosion as a platform for a fast-paced and thought-provoking adventure story. Set in the very near future, it features Matt, a shy but engaging and resourceful student who discovers that his recently-deceased father was involved in research that could enable the construction of the world's first conscious machine. Matt's enquiries lead to him being kidnapped, as he is caught in the crossfire between two groups pursuing that goal - one led by a Russian billionaire, and another backed by the US military. Matt has to do more than simply survive: he has to harness these powerful forces to his own ends. At stake is his own life and those of his family and friends. A dramatic seaborne rescue operation, a series of brutal murders and other filmic action scenes follow. In the course of his adventures, Matt discovers that the potential upside of creating machine intelligence includes immortality, and godlike powers of understanding and being - but the potential downside is immediate extinction, or worse. As he is drawn deeper into his adventure, he becomes both the symbol and the victim of a global struggle over the approach to be taken towards this powerful new technology. A landmark decision at a meeting of the UN General Assembly forces Matt to make a fateful decision which sparks the story's final twist. Selected reviews for Pandora's Brain: “I love the concepts in this book!” Peter James, author of the best-selling Roy Grace series “Awesome!  Count me as a fan.” Brad Feld, co-founder of the Foundry Group and Techstars “Pandora’s Brain is a captivating tale of developments in artificial intelligence that could, conceivably, be just around the corner. The imminent possibility of these breakthroughs cause characters in the book to re-evaluate many of their cherished beliefs, and will lead most readers to several “OMG” realisations about their own philosophies of life. Apple carts that are upended in the processes are unlikely ever to be righted again. Once the ideas have escaped from the pages of this Pandora’s box of a book, there’s no going back to a state of innocence. Mainly set in the present day, the plot unfolds in an environment that seems reassuringly familiar, but which is overshadowed by a combination of both menace and promise. Carefully crafted, and absorbing from its very start, the book held my rapt attention throughout a series of surprise twists, as various personalities react in different ways to a growing awareness of that menace and promise.” David Wood, Chairman of the London Futurist Group “Pandora’s Brain is a tour de force that neatly explains the key concepts behind the likely future of artificial intelligence in the context of a thriller novel. Ambitious and well executed, it will appeal to a broad range of readers. In the same way that Suarez’s Daemon and Naam’s Nexus leaped onto the scene, redefining what it meant to write about technology, Pandora’s Brain will do the same for artificial intelligence. Mind uploading? Check. Human equivalent AI? Check. Hard takeoff singularity? Check. Strap in, this is one heck of a ride.

     Douglas Montgomery arms readers with the most effective approach for learning how to design, conduct, and analyze experiments that optimize performance in products and processes. He shows how to use statistically designed experiments to obtain information for characterization and optimization of systems, improve manufacturing processes, and design and develop new processes and products. You will also learn how to evaluate material alternatives in product design, improve the field performance, reliability, and manufacturing aspects of products, and conduct experiments effectively and efficiently. Discover how to improve the quality and efficiency of working systems with this highly-acclaimed book. This 6th Edition: Places a strong focus on the use of the computer, providing output from two software products: Minitab and DesignExpert. Presents timely, new examples as well as expanded coverage on adding runs to a fractional factorial to de-alias effects. Includes detailed discussions on how computers are currently used in the analysis and design of experiments. Offers new material on a number of important topics, including follow-up experimentation and split-plot design. Focuses even more sharply on factorial and fractional factorial design.

    The illustrations provide some of the best quality and most varied examples of skin conditions important to any health care pforessional dealing with skin problems.

    Offering inspiration and intellectual delight, the problems throughout the book encourage students to express their ideas in writing to explain how they conceive problems, what conjectures they make, and what conclusions they reach. Applying specific techniques and strategies, readers will acquire a solid understanding of the fundamental concepts and ideas of number theory.