Advances in Financial Machine Learning

Advances in Financial Machine Learning
Author: Marcos Lopez de Prado
Publisher: John Wiley & Sons
Total Pages: 395
Release: 2018-01-23
Genre: Business & Economics
ISBN: 1119482119

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
Author: Ryan Inman
Publisher:
Total Pages:
Release: 2020-05-03
Genre:
ISBN: 9781612061993

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
Author: Jonathan Morduch
Publisher: Princeton University Press
Total Pages: 248
Release: 2017-04-04
Genre: Business & Economics
ISBN: 0691172986

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.

Crashed

Crashed
Author: Adam Tooze
Publisher: Penguin
Total Pages: 460
Release: 2018-08-07
Genre: Business & Economics
ISBN: 0525558802

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 Alchemy of Finance

The Alchemy of Finance
Author: George Soros
Publisher: John Wiley & Sons
Total Pages: 420
Release: 2015-06-15
Genre: Business & Economics
ISBN: 9780471445494

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
Author: Charlotte Villiers
Publisher: Cambridge University Press
Total Pages: 15
Release: 2006-06-01
Genre: Law
ISBN: 1139456210

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.

The Watchdog That Didn't Bark

The Watchdog That Didn't Bark
Author: Dean Starkman
Publisher: Columbia University Press
Total Pages: 385
Release: 2014-01-07
Genre: Language Arts & Disciplines
ISBN: 0231536283

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

This Time Is Different

This Time Is Different
Author: Carmen M. Reinhart
Publisher: Princeton University Press
Total Pages: 513
Release: 2011-08-07
Genre: Business & Economics
ISBN: 0691152640

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

The Global Findex Database 2017

The Global Findex Database 2017
Author: Asli Demirguc-Kunt
Publisher: World Bank Publications
Total Pages: 228
Release: 2018-04-19
Genre: Business & Economics
ISBN: 1464812683

In 2011 the World Bank—with funding from the Bill and Melinda Gates Foundation—launched the Global Findex database, the world's most comprehensive data set on how adults save, borrow, make payments, and manage risk. Drawing on survey data collected in collaboration with Gallup, Inc., the Global Findex database covers more than 140 economies around the world. The initial survey round was followed by a second one in 2014 and by a third in 2017. Compiled using nationally representative surveys of more than 150,000 adults age 15 and above in over 140 economies, The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution includes updated indicators on access to and use of formal and informal financial services. It has additional data on the use of financial technology (or fintech), including the use of mobile phones and the Internet to conduct financial transactions. The data reveal opportunities to expand access to financial services among people who do not have an account—the unbanked—as well as to promote greater use of digital financial services among those who do have an account. The Global Findex database has become a mainstay of global efforts to promote financial inclusion. In addition to being widely cited by scholars and development practitioners, Global Findex data are used to track progress toward the World Bank goal of Universal Financial Access by 2020 and the United Nations Sustainable Development Goals. The database, the full text of the report, and the underlying country-level data for all figures—along with the questionnaire, the survey methodology, and other relevant materials—are available at www.worldbank.org/globalfindex.