Advances in Financial Machine Learning

Advances in Financial Machine Learning PDF Author: Marcos Lopez de Prado
Publisher: John Wiley & Sons
ISBN: 1119482119
Category : Business & Economics
Languages : en
Pages : 395

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Book Description
Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing virtually every aspect of our lives. 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.

Advances in Financial Machine Learning

Advances in Financial Machine Learning PDF Author: Marcos Lopez de Prado
Publisher: John Wiley & Sons
ISBN: 1119482119
Category : Business & Economics
Languages : en
Pages : 395

Get Book Here

Book Description
Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing virtually every aspect of our lives. 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.

Financial Residency

Financial Residency PDF Author: Ryan Inman
Publisher:
ISBN: 9781612061993
Category :
Languages : en
Pages :

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Book Description
This book is everything you need to plan for your financial future and avoid paying tens of thousands of dollars to a financial advisor.A financial plan will guide you during good and bad times, ups and downs of the market, job changes, and financial setbacks. Creating a financial plan is not all about money, budgeting, and investing. It's about enabling you to live the life you truly want.As you progress through your career in medicine, you have never been taught how to prepare for a healthy financial future, leaving you vulnerable to being sold products you don't need or working so hard that you experience burnout.Physicians are the smartest people on the planet when it comes to medicine, so why not finances too? Let's change the dynamic between money and medicine and help you live your ideal life.

The Financial Diaries

The Financial Diaries PDF Author: Jonathan Morduch
Publisher: Princeton University Press
ISBN: 0691172986
Category : Business & Economics
Languages : en
Pages : 248

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Book Description
Drawing on the groundbreaking U.S. Financial Diaries project (http://www.usfinancialdiaries.org/), which follows the lives of 235 low- and middle-income families as they navigate through a year, the authors challenge popular assumptions about how Americans earn, spend, borrow, and save-- and they identify the true causes of distress and inequality for many working Americans.

The Alchemy of Finance

The Alchemy of Finance PDF Author: George Soros
Publisher: John Wiley & Sons
ISBN: 9780471445494
Category : Business & Economics
Languages : en
Pages : 420

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Book Description
George Soros ist unbestritten einer der mächtigsten und gewinnträchtigsten Investoren weltweit; seine Investmentprinzipien sind immer populärer geworden. "The Alchemy of Finance" ist eine Sonderauflage der 1987 erschienenen Originalausgabe des Buches. Sie wurde umfassend aktualisiert und mit erweitertem Vorwort und Einleitung versehen, die Soros zeitlose Investmentstrategien in einen modernen Kontext stellen. Sie enthält ein neues Kapitel, in dem Soros seine Erfolgsgeheimnisse lüftet sowie ein Vorwort des ehemaligen US-Notenbankchefs Paul Volcker. Soros erläutert detailliert seine innovativen Investmentstrategien, die ihm über Jahrzehnte hinweg gute Dienste geleistet haben und gibt eine theoretische und praktische Einschätzung aktueller Finanztrends. "The Alchemy of Finance" erscheint in neuem Design als Band der Reihe 'Wiley's Investment Classics Series'.

Corporate Reporting and Company Law

Corporate Reporting and Company Law PDF Author: Charlotte Villiers
Publisher: Cambridge University Press
ISBN: 1139456210
Category : Law
Languages : en
Pages : 15

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Book Description
The importance of disclosure as a regulatory device in company law is widely recognized. This book explores the disclosure requirements of companies in their reporting activities, and seeks to bring together the main features of the reporting system. The book considers the theoretical basis of the corporate reporting system and describes the regulatory framework for that system. It explores financial reporting and 'narrative' reporting, highlighting the fact that financial reporting requirements are more substantially developed than narrative reporting requirements - a consequence of the shareholder-centred vision that persists in company law. The roles of those responsible for providing corporate reports and those entitled to receive such information are examined. The book concludes with some broad suggestions for future development, with particular focus on the need to recognize the relevance of the communicative role of corporate reporting. The use of new technology also presents both challenges and opportunities for improving the regime.

Crashed

Crashed PDF Author: Adam Tooze
Publisher: Penguin
ISBN: 0525558802
Category : Business & Economics
Languages : en
Pages : 460

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Book Description
WINNER OF THE LIONEL GELBER PRIZE A NEW YORK TIMES NOTABLE BOOK OF 2018 ONE OF THE ECONOMIST'S BOOKS OF THE YEAR A NEW YORK TIMES CRITICS' TOP BOOK "An intelligent explanation of the mechanisms that produced the crisis and the response to it...One of the great strengths of Tooze's book is to demonstrate the deeply intertwined nature of the European and American financial systems."--The New York Times Book Review From the prizewinning economic historian and author of Shutdown and The Deluge, an eye-opening reinterpretation of the 2008 economic crisis (and its ten-year aftermath) as a global event that directly led to the shockwaves being felt around the world today. We live in a world where dramatic shifts in the domestic and global economy command the headlines, from rollbacks in US banking regulations to tariffs that may ignite international trade wars. But current events have deep roots, and the key to navigating today’s roiling policies lies in the events that started it all—the 2008 economic crisis and its aftermath. Despite initial attempts to downplay the crisis as a local incident, what happened on Wall Street beginning in 2008 was, in fact, a dramatic caesura of global significance that spiraled around the world, from the financial markets of the UK and Europe to the factories and dockyards of Asia, the Middle East, and Latin America, forcing a rearrangement of global governance. With a historian’s eye for detail, connection, and consequence, Adam Tooze brings the story right up to today’s negotiations, actions, and threats—a much-needed perspective on a global catastrophe and its long-term consequences.

The Watchdog That Didn't Bark

The Watchdog That Didn't Bark PDF Author: Dean Starkman
Publisher: Columbia University Press
ISBN: 0231536283
Category : Language Arts & Disciplines
Languages : en
Pages : 385

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Book Description
The Pulitzer Prize-winning reporter details “how the U.S. business press could miss the most important economic implosion of the past eighty years” (Eric Alterman, media columnist for The Nation). In this sweeping, incisive post-mortem, Dean Starkman exposes the critical shortcomings that softened coverage in the business press during the mortgage era and the years leading up to the financial collapse of 2008. He examines the deep cultural and structural shifts—some unavoidable, some self-inflicted—that eroded journalism’s appetite for its role as watchdog. The result was a deafening silence about systemic corruption in the financial industry. Tragically, this silence grew only more profound as the mortgage madness reached its terrible apogee from 2004 through 2006. Starkman frames his analysis in a broad argument about journalism itself, dividing the profession into two competing approaches—access reporting and accountability reporting—which rely on entirely different sources and produce radically different representations of reality. As Starkman explains, access journalism came to dominate business reporting in the 1990s, a process he calls “CNBCization,” and rather than examining risky, even corrupt, corporate behavior, mainstream reporters focused on profiling executives and informing investors. Starkman concludes with a critique of the digital-news ideology and corporate influence, which threaten to further undermine investigative reporting, and he shows how financial coverage, and journalism as a whole, can reclaim its bite. “Can stand as a potentially enduring case study of what went wrong and why.”—Alec Klein, national bestselling author of Aftermath “With detailed statistics, Starkman provides keen analysis of how the media failed in its mission at a crucial time for the U.S. economy.”—Booklist

The Financial Crisis and the Free Market Cure: Why Pure Capitalism is the World Economy's Only Hope

The Financial Crisis and the Free Market Cure: Why Pure Capitalism is the World Economy's Only Hope PDF Author: John A. Allison
Publisher: McGraw Hill Professional
ISBN: 0071806784
Category : Business & Economics
Languages : en
Pages : 289

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Book Description
The #1 Wall Street Journal Bestseller “Required reading. . . . Shows how our economic crisis was a failure, not of the free market, but of government.” —Charles Koch, Chairman and CEO, Koch Industries, Inc. Did Wall Street cause the mess we are in? Should Washington place stronger regulations on the entire financial industry? Can we lower unemployment rates by controlling the free market? The answer is NO. Not only is free market capitalism good for the economy, says industry expert John Allison, it is our only hope for recovery. As the nation’s longest-serving CEO of a top-25 financial institution, Allison has had a unique inside view of the events leading up to the financial crisis. He has seen the direct effect of government incentives on the real estate market. He has seen how government regulations only make matters worse. And now, in this controversial wake-up call of a book, he has given us a solution. The national bestselling The Financial Crisis and the Free Market Cure reveals: Why regulation is bad for the market—and for the world What we can do to promote a healthy free market How we can help end unemployment in America The truth about TARP and the bailouts How Washington can help Wall Street build a better future for everyone With shrewd insight, alarming insider details, and practical advice for today’s leaders, this electrifying analysis is nothing less than a call to arms for a nation on the brink. You’ll learn how government incentives helped blow up the real estate bubble to unsustainable proportions, how financial tools such as derivatives have been wrongly blamed for the crash, and how Congress fails to understand it should not try to control the market—and then completely mismanages it when it tries. In the end, you’ll understand why it’s so important to put “free” back in free market. It’s time for America to accept the truth: the government can’t fix the economy because the government wrecked the economy. This book gives us the tools, the inspiration—and the cure.

The Finance Curse

The Finance Curse PDF Author: Nicholas Shaxson
Publisher: Grove Press
ISBN: 0802146384
Category : Business & Economics
Languages : en
Pages : 425

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Book Description
An “artfully presented [and] engaging” look at the insidious effects of financialization on our lives and politics by the author of Treasure Islands (The Boston Globe). How didthe banking sector grow from a supporter of business to the biggest business in the world? Financial journalist Nicholas Shaxson takes us on a terrifying journey through the world economy, exposing tax havens, monopolists, megabanks, private equity firms, Eurobond traders, lobbyists, and a menagerie of scoundrels quietly financializing our entire society, hurting both business and individuals. Shaxson shows how we got here, telling the story of how finance re-engineered the global economic order in the last half-century, with the aim not of creating wealth but extracting it from the underlying economy. Under the twin gospels of “national competitiveness” and “shareholder value,” megabanks and financialized corporations have provoked a race to the bottom between states to provide the most subsidized environment for big business, encouraged a brain drain into finance, fostered instability and inequality, and turned a blind eye to the spoils of organized crime. From Ireland to Iowa, he shows the insidious effects of financialization on our politics and on communities who were promised paradise but got poverty wages instead. We need a strong financial system—but when it grows too big it becomes a monster. The Finance Curse is the explosive story of how finance got a stranglehold on society, and reveals how we might release ourselves from its grasp. Revised with new chapters “[Discusses] corrupt financiers in London and New York City, geographically obscure tax havens, the bizarre realm of wealth managers in South Dakota, a ravaged newspaper in New Jersey, and a shattered farm economy in Iowa . . . A vivid demonstration of how corruption and greed have become the main organizing principles in the finance industry.” —Kirkus Reviews

This Time Is Different

This Time Is Different PDF Author: Carmen M. Reinhart
Publisher: Princeton University Press
ISBN: 0691152640
Category : Business & Economics
Languages : en
Pages : 513

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Book Description
An empirical investigation of financial crises during the last 800 years.