This hands-on guide helps both developers and quantitative analysts get started with Python, and guides you through the most important aspects of using Python for quantitative finance.Using practical examples through the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks, with topics that include:Fundamentals: Python data structures, NumPy array handling, time series analysis with pandas, visualization with matplotlib, high performance I/O operations with PyTables, date/time information handling, and selected best practicesFinancial topics: mathematical techniques with NumPy, SciPy and SymPy such as regression and optimization; stochastics for Monte Carlo simulation, Value-at-Risk, and Credit-Value-at-Risk calculations; statistics for normality tests, mean-variance portfolio optimization, principal component analysis (PCA), and Bayesian regressionSpecial topics: performance Python for financial algorithms, such as vectorization and parallelization, integrating Python with Excel, and building financial applications based on Web technologies

    Jacques, Partner and Chief Investment Officer, Martingale Asset Management.Active Portfolio Management offers investors an opportunity to better understand the balance between manager skill and portfolio risk. Both fundamental and quantitative investment managers will benefit from studying this updated edition by Grinold and Kahn.-Scott Stewart, Portfolio Manager, Fidelity Select Equity (R) DisciplineCo-Manager, Fidelity Freedom (R) Funds.This Second edition will not remain on the shelf, but will be continually referenced by both novice and expert. There is a substantial expansion in both depth and breadth on the original. It clearly and concisely explains all aspects of the foundations and the latest thinking in active portfolio management.-Eric N. Remole, Managing Director, Head of Global Structured Equity, Credit Suisse Asset Management.Mathematically rigorous and meticulously organized, Active Portfolio Management broke new ground when it first became available to investment managers in 1994. By outlining an innovative process to uncover raw signals of asset returns, develop them into refined forecasts, then use those forecasts to construct portfolios of exceptional return and minimal risk, i.e., portfolios that consistently beat the market, this hallmark book helped thousands of investment managers. Active Portfolio Management, Second Edition, now sets the bar even higher. Like its predecessor, this volume details how to apply economics, econometrics, and operations research to solving practical investment problems, and uncovering superior profit opportunities. It outlines an active management framework that begins with a benchmark portfolio, then defines exceptional returns as they relate to that benchmark. Beyond the comprehensive treatment of the active management process covered previously, this new edition expands to cover asset allocation, long/short investing, information horizons, and other topics relevant today. It revisits a number of discussions from the first edition, shedding new light on some of today's most pressing issues, including risk, dispersion, market impact, and performance analysis, while providing empirical evidence where appropriate. The result is an updated, comprehensive set of strategic concepts and rules of thumb for guiding the process of-and increasing the profits from-active investment management.

    As chairman and chief executive officer of Citigroup, Sanford "Sandy" Weill has become an American legend, a banking visionary whose innovativeness, opportunism, and even fear drove him from the lowliest jobs on Wall Street to its most commanding heights. In this unprecedented biography, acclaimed Wall Street Journal reporter Monica Langley provides a compelling account of Weill's rise to power. What emerges is a portrait of a man who is as vital and as volatile as the market itself. Tearing Down the Walls tells the riveting inside story of how a Jewish boy from Brooklyn's back alleys overcame incredible odds and deep-seated prejudices to transform the financial-services industry as we know it today. Using nearly five hundred firsthand interviews with key players in Weill's life and career -- including Weill himself -- Langley brilliantly chronicles not only his success and scandals but also the shadows of his hidden self: his father's abandonment and his loving marriage; his tyrannical rages as well as his tearful regrets; his fierce sense of loyalty and his ruthless elimination of potential rivals. By highlighting in new and startling detail one man's life in a narrative as richly textured and compelling as a novel, Tearing Down the Walls provides the historical context of the dramatic changes not only in business but also in American society in the last half century.

    Read this sensational and controversial account of the often dazzling business of derivatives trading, and see if you agree.No money is ever really made in financial markets. Markets merely transfer wealth. As to how to make money? Well, it is basically theft, misrepresentation, lies, cheating, deception or force. It is impossible to make the staggering amounts made in derivatives in good years honestly.Traders, Guns & Money is a wry and wickedly comic exposé of the culture, games, and pure deceptions played out every day in trading rooms around the world, usually with other people's money. Whether you move in the financial world yourself, know people who do, or have money invested in stocks, shares or derivatives, this is a fascinating read guaranteed to make you think.

    The approach is simple: When large traders want to buy or sell they carry out processes that leave their mark and can be seen in the charts through price and volume. Wyckoff’s methodology is based on identifying that professional intervention to try to elucidate who is in control of the market in order to trade alongside them.     What makes it different from other approaches?   The main advantage that puts this methodology above the rest is that it is based on solid principles; it has a real underlying logic. Far from all kinds of indicators, it focuses on the study of the interaction between supply and demand; which, as we know, is the driving force behind all financial markets.     What will you learn?   ▶ How markets move. The market is formed by movements in waves that develop trends and cycles. ▶ The 3 fundamental laws. The only discretionary method that has an underlying logic behind it. The law of Supply and Demand. The law of Cause and Effect. The law of Effort and Result. ▶ The processes of accumulation and distribution. The development of structures that identify the actions of great professionals. ▶ The events and phases of the Wyckoff Methodology. The key actions of the market that will allow us to make judicious analyses. ▶ Operation. We combine context, structures and operational areas to position ourselves on the side of the large operators.     Includes texts and images totally exclusive.   I hope you enjoy it and it brings you value.

    But it is much more than that, too. It is a public ledger to which everyone has access, but which no single person controls. It allows for companies and individuals to collaborate with an unprecedented degree of trust and transparency. It is cryptographically secure, but fundamentally open. And soon it will be everywhere.In Blockchain Revolution, Don and Alex Tapscott reveal how this game-changing technology will shape the future of the world economy, dramatically improving everything from healthcare records to online voting, and from insurance claims to artist royalty payments. Brilliantly researched and highly accessible, this is the essential text on the next major paradigm shift. Read it, or be left behind.

    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.

    Understand the essentials of stock investing, how to get started, and how to pick winners.

    Penny Stocks For Dummies explains the basics of penny stocks and provides expert guidance to help you get involved right away.Penny Stocks For Dummies provides you with the information and advice you need before considering an investment in penny stocks, as well as the tools needed to make sound investments. You'll also get expert guidance on identifying growth trends and market sectors positioned for rapid growth, finding undiscovered penny stocks, and understanding the fundamentals of a potential investment in penny stocks.Arms you with the know-how to properly identify, and purchase, winning penny stocks Shows you how good money can be made from these low-priced shares Gets you involved in Penny Stocks quickly, painlessly, and on a small budget Penny Stocks For Dummies appeals to anyone who doesn't have a lot to invest right now in the current economic climate, but who wants to multiply what they do have.

    Real Life Money is a holistic approach to personal finance that addresses the deeper causes of debt and financial difficulties.Part memoir, part guide, Real Life Money takes the reader on a journey that can be adapted to their own pace and circumstances. It will cover everything from how to negotiate repayment terms with creditors and setting realistic budgets without punishing yourself, to dealing with money anxiety.The goal is not to get rich overnight, or to pay off debt at the expense of all of life's pleasures, but rather to gain an understanding of why we feel the way we do about money, and how we can use that to change our mindset and our finances for good.

    . . worldwideEverybody's talking about the economy, but how can we, the people, understand what Wall Street or Washington knows--or say they know? Read "Economix."With clear, witty writing and quirky, accessible art, this important and timely graphic novel transforms "the dismal science" of economics into a fun, fact-filled story about human nature and our attempts to make the most of what we've got . . . and sometimes what our neighbors have got. "Economix "explains it all, from the beginning of Western economic thought, to markets free and otherwise, to economic failures, successes, limitations, and future possibilities. It's the essential, accessible guide to understanding the economy and economic practices. A must-read for every citizen and every voter.PRAISE FOR "ECONOMIX""It's simply phenomenal. You could read ten books on the subject and not glean as much information."-- David Bach founder of FinishRich Media; author of nine "New York Times" bestsellers, including "Debt Free for Life" and "The Automatic Millionaire" "Goodwin has done the seemingly impossible--he has made economics comprehensible "and" funny."-- Joel Bakan, author of "The Corporation" "The Pathological Pursuit of Profit and Power" "An amazing lesson in true-world economics Delightfully presented, powerful, insightful, and important information What a fun way to fathom a deep and often dark subject "-- John Perkins, author of "Hoodwinked" and the "New York Times" bestseller "Confessions of an Economic Hit Man" "Smart, insightful, clear, and as close to the truth as economics can get. The bonus: Who would have guessed that economics could be fun, and--here's the joy--really accessible? Goodwin roots us in history and fills us with common sense understanding. As he puts it early on, economics seems horribly complicated mostly because we're looking at it all at once. Broken down into its component pieces, it's relatively easy to understand. And a good understanding of economics is critical to maneuvering in the world today. If I were compiling a list of the 100 most important books you can read in a lifetime, this would be on it."--Stephen Petranek, editor-in-chief, Weider History magazines, former editor-in-chief of "Discover" magazine "Through a potent mix of comics and punchy, concise, accessible prose, Goodwin takes us on a provocative, exhaustively researched, and exceedingly engaging trip through our history and present day, creating an alternately hilarious and scary picture of where we are today as an economy-- and what it all means. More than that, Goodwin makes the arcane, understandable. If your mind either spins or slumbers at the thought of economics, read Goodwin's "Economix" and all will become clear. --Nomi Prins, author of "It Takes a Pillage: An Epic Tale of Power, Deceit, and Untold Trillions" ""Economix" is a lively, cheerfully opinionated romp through the historical and intellectual foundations of our current economy and our current economic problems. Goodwin has a knack for distilling complex ideas and events in ways that invite the reader to follow the big picture without losing track of what actually happened. Any reader wondering how our economy got to where it is today will find this a refreshing overview."--Timothy W. Guinnane, Philip Golden Bartlett Professor of Economic History, Yale University

    The legendary Omaha investor has never written a memoir, but now he has allowed one writer, Alice Schroeder, unprecedented access to explore directly with him and with those closest to him his work, opinions, struggles, triumphs, follies, and wisdom. The result is the personally revealing and complete biography of the man known everywhere as “The Oracle of Omaha.”Although the media track him constantly, Buffett himself has never told his full life story. His reality is private, especially by celebrity standards. Indeed, while the homespun persona that the public sees is true as far as it goes, it goes only so far. Warren Buffett is an array of paradoxes. He set out to prove that nice guys can finish first. Over the years he treated his investors as partners, acted as their steward, and championed honesty as an investor, CEO, board member, essayist, and speaker. At the same time he became the world’s richest man, all from the modest Omaha headquarters of his company Berkshire Hathaway. None of this fits the term “simple.”When Alice Schroeder met Warren Buffett she was an insurance industry analyst and a gifted writer known for her keen perception and business acumen. Her writings on finance impressed him, and as she came to know him she realized that while much had been written on the subject of his investing style, no one had moved beyond that to explore his larger philosophy, which is bound up in a complex personality and the details of his life. Out of this came his decision to cooperate with her on the book about himself that he would never write.Never before has Buffett spent countless hours responding to a writer’s questions, talking, giving complete access to his wife, children, friends, and business associates—opening his files, recalling his childhood. It was an act of courage, as The Snowball makes immensely clear. Being human, his own life, like most lives, has been a mix of strengths and frailties. Yet notable though his wealth may be, Buffett’s legacy will not be his ranking on the scorecard of wealth; it will be his principles and ideas that have enriched people’s lives. This book tells you why Warren Buffett is the most fascinating American success story of our time.

    This 245 page manual is considered by many to be one of the best books written on trading futures. Twenty-five years of combined trading experience is divulged as you will learn 20 of their best strategies. Among the methods you will be taught are: * Swing Trading - The backbone of Linda's success. Not only will you learn exactly how to swing trade, you will also learn specific advanced techniques never before made public! * News - Among the strategies revealed is an intra-day news strategy they use to exploit the herd when the 8:30am economic reports are released. This strategy will be especially appreciated by bond traders and currency traders. * Pattern Recognition - You will learn some of the best short-term set-up patterns available. Larry and Linda will also teach you how they combine these patterns with other strategies to identify explosive moves. * ADX - In our opinion, ADX is one of the most powerful and misunderstood indicators available to traders. Now, for the first time, they reveal a handful of short-term trading strategies they use in conjunction with this terrific indicator. * Volatility - You will learn how to identify markets that are about to explode and how to trade these exciting situations. * Also, included are chapters on trading volatility, trading Crabel, trading the smart money index, trading gap reversals, a special chapter on professional money management, and many other trading strategies!

    Written with the intelligent individual investor in mind, this comprehensive guide distills the Dhandho capital allocation framework of the business savvy Patels from India and presents how they can be applied successfully to the stock market. The Dhandho method expands on the groundbreaking principles of value investing expounded by Benjamin Graham, Warren Buffett, and Charlie Munger. Readers will be introduced to important value investing concepts such as Heads, I win! Tails, I don't lose that much!, Few Bets, Big Bets, Infrequent Bets, Abhimanyu's dilemma, and a detailed treatise on using the Kelly Formula to invest in undervalued stocks. Using a light, entertaining style, Pabrai lays out the Dhandho framework in an easy-to-use format. Any investor who adopts the framework is bound to improve on results and soundly beat the markets and most professionals.

    Buy it and read it." -Kenneth L. Fisher Forbes The runaway bestseller-updated with new material included for the first time! "The Warren Buffett Way outlines his career and presents examples of how his investment techniques and methods evolved and the important individuals in that process. It also details the key investment decisions that produced his unmatched record of performance." -from the Foreword by Peter S. Lynch Bestselling author, One Up on Wall Street and Beating the Street ." . . an extraordinarily useful account of the methods of an investor held by many to be the world's greatest." -The Wall Street Journal "Robert Hagstrom presents an in-depth examination of Warren Buffett's strategies, and the 'how and why' behind his selection of each of the major securities that have contributed to his remarkable record of success. His 'homespun' wisdom and philosophy are also part of this comprehensive, interesting, and readable book." -John C. Bogle Chairman, The Vanguard Group "It's first rate. Buffett gets a lot of attention for what he preaches, but nobody has described what he practices better than Hagstrom. Here is the lowdown on every major stock he ever bought and why he bought it. Fascinating. You could even try this at home." -John Rothchild Financial columnist Time magazine