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.

    Leading financial economist Lasse Heje Pedersen combines the latest research with real-world examples and interviews with top hedge fund managers to show how certain trading strategies make money--and why they sometimes don't.Pedersen views markets as neither perfectly efficient nor completely inefficient. Rather, they are inefficient enough that money managers can be compensated for their costs through the profits of their trading strategies and efficient enough that the profits after costs do not encourage additional active investing. Understanding how to trade in this efficiently inefficient market provides a new, engaging way to learn finance. Pedersen analyzes how the market price of stocks and bonds can differ from the model price, leading to new perspectives on the relationship between trading results and finance theory. He explores several different areas in depth--fundamental tools for investment management, equity strategies, macro strategies, and arbitrage strategies--and he looks at such diverse topics as portfolio choice, risk management, equity valuation, and yield curve logic. The book's strategies are illuminated further by interviews with leading hedge fund managers: Lee Ainslie, Cliff Asness, Jim Chanos, Ken Griffin, David Harding, John Paulson, Myron Scholes, and George Soros.Efficiently Inefficient effectively demonstrates how financial markets really work.Free problem sets are available online at http: //www.lhpedersen.com

    Calculating and assessing the overall financial health of the business is an important part of any managerial position. From reading and deciphering financial statements, to understanding net present value, to calculating return on investment, Finance for Managers provides the fundamentals of financial literacy. Easy to use and nontechnical, this helpful guide gives managers the smart advice they need to increase their impact on financial planning, budgeting, and forecasting.

    Book is unique in its emphasis on the frequency approach and its use in the solution of problems. Contents include: Fundamentals and Algorithms; Polynomial Approximation — Classical Theory; Fourier Approximation — Modern Theory; and Exponential Approximation.

    But only two things have ever been money gold and silver. When paper money becomes too abundant, and thus loses its value, man always turns back to precious metals. During these times there is always an enormous wealth transfer, and it is within your power to transfer that wealth away from you or toward you." --Michael Maloney, precious metals investment expert and historian; founder and principal, Gold & Silver, Inc. The Advanced Guide to Investing Gold and Silver tells readers: The essential history of economic cycles that make gold and silver the ultimate monetary standard.How the U.S. government is driving inflation by diluting our money supply and weakening our purchasing powerWhy precious metals are one of the most profitable, easiest, and safest investments you can makeWhere, when, and how to invest your money and realize maximum returns, no matter what the economy's stateEssential advice on avoiding the middleman and taking control of your financial destiny by making your investments directly.

    The authors have eliminated unnecessary mathematical detail and concentrate on the intuition and insights that will be useful to practitioners throughout their careers as new ideas and challenges emerge from the financial marketplace. Essentials maintains the theme of asset allocation (authors discuss asset pricing and trading then apply these theories to portfolio planning in real-world securities markets that are governed by risk/return relationships).

    Packed with real-world examples, the authors show you how to manage your own "one man" hedge fund and make consistent profits from selling options by applying the basic framework and fundamental business model and principles of an "insurance company." This framework helps you to apply your option trading strategy to a solid, predictable, business model with consistent returns. For someone who has some knowledge of trading options and wants to become a consistent income earner. The authors provide a complete "operations manual" for setting up your business. Gain pearls of wisdom from both a professional options trader and coach, and from a hedge fund manager focused on managing an options based portfolio.

    Graphs are not included, but both the graphs and the concepts behind them are explained; only basic math is included, and you can even skim over the math and still come away with an understanding of the concepts; statistics is not included at all.BASIC ECONOMICS FOR STUDENTS AND NON-STUDENTS ALIKE is an easy way to learn concepts relating to economics and the economy. It is a product of thousands of hours spent online, teaching basic concepts in economics to hundreds of students worldwide over the course of the past several years. From back and forth communications, I have discovered the explanations for the concepts that students find easiest to understand, as well as the areas that most often get misunderstood and under-emphasized.I have worked with students located throughout the United States and from many different countries, on six different continents; students from many different school systems with different points of emphasis; students with different levels of knowledge, different backgrounds, and different levels of interest in the subject. I have received numerous comments and testimonials regarding the teaching methods that I incorporate in BASIC ECONOMICS FOR STUDENTS AND NON-STUDENTS ALIKE.The subject matter included in BASIC ECONOMICS FOR STUDENTS AND NON-STUDENTS ALIKE comes from a compilation of many different textbooks at the introductory and intermediate levels. My goal was to include every subject in economics that normally will be found in an introductory level textbook of economics, microeconomics, or macroeconomics. Since different school systems, different classroom instructors, and different textbooks cover a slightly different combination of topics, BASIC ECONOMICS FOR STUDENTS AND NON-STUDENTS ALIKE is a little more comprehensive than most single introductory textbooks of economics. Some of the topics will be found in introductory classes in some schools, but in intermediate-level classes in other schools.

    It discusses new results, along with applications of probability theory to a variety of problems. The book contains many exercises and is suitable for use as a textbook on graduate-level courses involving data analysis. Aimed at readers already familiar with applied mathematics at an advanced undergraduate level or higher, it is of interest to scientists concerned with inference from incomplete information.

    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.

    For them, it was the ticker tape, for us it is the trading screen. The results are the same and can be for you too.You can be lucky tooI make no bones about the fact I believe I was lucky in starting my own trading journey using volume. To me it just made sense. The logic was inescapable. And for me, the most powerful reason is very simple. Volume is a rare commodity in trading - a leading indicator. The second and only other leading indicator is price. Everything else is lagged. It's a simple problemAs traders, investors or speculators, all we are trying to do is to forecast where the market is heading next. Is there any better way than to use the only two leading indicators we have at our disposal, namely volume and price?And such a powerful solutionIn isolation, each tells us very little. After all, volume is just that, no more no less. A price is a price. However, combine these two forces together, and the result is a powerful analytical approach to forecasting market direction with confidence.What you will discoverThis book will teach you all you need to know from first principles. So whether you're a day trader or longer-term investor in any market, instrument or timeframe, this book is the perfect platform to set you on the road to success and join those iconic traders of the past. All you need to succeed is a chart with volume and price...simple.

    There are more than 5000 fintech startups operating, and 50 of them have already reached a billion-dollar valuation. The scope of this market goes way beyond online payments. Financial technology promises to change the way we manage our money online, disrupting the landscape of the financial services industry is being disrupted. Understanding its many facets is the key to navigating the complex nuances of this global industry.Fintech in a Flash is your comprehensive guide to the future of banking and insurance. The book aims to break down the key concepts in a way that will help you understand every aspect so that you can take advantage of new technologies. Inside you’ll find an array of hot topics such as online payments, crowdfunding, challenger banks, online insurance, digital lending, big data, and digital commerce. It will make you rethink the way that you manage your money online, and even find new ways of making online payments. Comprehensive, organized, and detailed, this guide is your go-to source for everything you need to confidently navigate the ever-changing scene of this booming industry.If you decide to buy this book now, you'll get: Easy to understand explanations of the 14 main areas of fintech The author's view on the future of each of these areas Insight into the main fintech hubs in the world Insight into the so called Unicorns, the fintech firms that have made it past a $1 billion valuation More than 100 upcoming fintech companies to watch About the Author: Agustín Rubini is an argentinean-born economist, master in international business, and Director at Banking Innovations. Passionate about building the future of financial services, Agustín spends much of his time speaking and writing on financial technology and advising businesses on innovation and digital transformation. He is a specialist in driving changes in top class banks that want to lead in how customers manage their money online. Tags: fintech, financial technology, financial services technology, money online, online payment, online insurance, insurtech, investing online, wealth management online, wealthtech, regtech, cybercrime, digital lending, digital commerce, ecommerce, e-commerce. Get started immediately Download now and take the first step on your very own road to mastering fintech. Scroll to the top of the page and hit the buy button.

    They can sink whole economies, and have the potential to crash the entire global financial system. Yet they are beyond regulation. We should be very afraid.' New Statesman, 2006 What is a hedge fund and what do hedgies actually do? How are the staggering fees in the hedge industry calculated? And are the managers and the funds worth it? A true entrepreneur, Lars Kroijer was a leading hedge fund manager and founded his own hedge fund, Holte Capital in 2002. In 2008, just before the crash he shut down the fund and returned the external capital to the remaining investors. This is the story of the life of a hedge fund. It charts the interminable rise of Holte Capital from 2002 to 2008, explaining what it was like to run a hedge fund in a period where the industry went from relative obscurity to become something everyone wanted to discuss. Detailing the practices, excesses, tricks and tenacity of the hedge fund industry, Money Mavericks shines the light on the incredible inside workings of hedge funds. This book will appeal to those who are familiar with the hedge fund industry, but also for those who want to know what the fuss is about.

    It stresses the economic intuition behind the subject matter while presenting advanced concepts of investment analysis and portfolio management. Readers will also discover the strengths and weaknesses of modern portfolio theory as well as the latest breakthroughs.

    This proven and accessible text speaks to beginning engineering and math students through a wealth of pedagogical aids, including an abundance of examples, explanations, "Remarks" boxes, definitions, and group projects. Using a straightforward, readable, and helpful style, this book provides a thorough treatment of boundary-value problems and partial differential equations.