Advances in Financial Machine Learning

Advances in Financial Machine Learning PDF

Author: Marcos Lopez de Prado

Publisher: John Wiley & Sons

Published: 2018-01-23

Total Pages: 400

ISBN-13: 1119482119

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Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Readers will learn how to structure Big data in a way that is amenable to ML algorithms; how to conduct research with ML algorithms on that data; how to use supercomputing methods; how to backtest your discoveries while avoiding false positives. The book addresses real-life problems faced by practitioners on a daily basis, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their particular 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:

Published: 2020-05-03

Total Pages:

ISBN-13: 9781612061993

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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 Alchemy of Finance

The Alchemy of Finance PDF

Author: George Soros

Publisher: John Wiley & Sons

Published: 2015-06-15

Total Pages: 420

ISBN-13: 9780471445494

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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'.

The Geometry of Wealth

The Geometry of Wealth PDF

Author: Brian Portnoy

Publisher: Jaico Publishing House

Published: 2023-04-25

Total Pages: 222

ISBN-13: 8196150768

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HOW DOES MONEY HELP IN CREATING A HAPPY LIFE? In The Geometry of Wealth, behavioral finance expert Brian Portnoy delivers an inspired answer based on the idea that wealth, truly defined, is funded contentment. It is the ability to underwrite a meaningful life. This stands in stark contrast to angling to become rich, which is usually an unsatisfying treadmill. At the heart of this groundbreaking perspective, Portnoy takes readers on a journey toward wealth, informed by disciplines ranging from ancient history to modern neuroscience. He contends that tackling the big questions about a joyful life and tending to financial decisions are complementary, not separate, tasks. These big questions include: • How is the human brain wired for two distinct experiences of happiness? And why can money “buy” one but not the other? • Why is being market savvy among the least important aspects of creating wealth but self-awareness among the most? • Can we strike a balance between pushing for more and being content with enough? This journey memorably contours along three basic shapes: A circle, triangle, and square help us visualize how we adapt to evolving circumstances, set clear priorities, and find empowerment in simplicity. In this accessible and entertaining book, Portnoy reveals that true wealth is achievable for many—including those who despair it is out of reach—but only in the context of a life in which purpose and practice are thoughtfully calibrated.

Why Startups Fail

Why Startups Fail PDF

Author: Tom Eisenmann

Publisher: Currency

Published: 2021-03-30

Total Pages: 370

ISBN-13: 0593137027

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If you want your startup to succeed, you need to understand why startups fail. “Whether you’re a first-time founder or looking to bring innovation into a corporate environment, Why Startups Fail is essential reading.”—Eric Ries, founder and CEO, LTSE, and New York Times bestselling author of The Lean Startup and The Startup Way Why do startups fail? That question caught Harvard Business School professor Tom Eisenmann by surprise when he realized he couldn’t answer it. So he launched a multiyear research project to find out. In Why Startups Fail, Eisenmann reveals his findings: six distinct patterns that account for the vast majority of startup failures. • Bad Bedfellows. Startup success is thought to rest largely on the founder’s talents and instincts. But the wrong team, investors, or partners can sink a venture just as quickly. • False Starts. In following the oft-cited advice to “fail fast” and to “launch before you’re ready,” founders risk wasting time and capital on the wrong solutions. • False Promises. Success with early adopters can be misleading and give founders unwarranted confidence to expand. • Speed Traps. Despite the pressure to “get big fast,” hypergrowth can spell disaster for even the most promising ventures. • Help Wanted. Rapidly scaling startups need lots of capital and talent, but they can make mistakes that leave them suddenly in short supply of both. • Cascading Miracles. Silicon Valley exhorts entrepreneurs to dream big. But the bigger the vision, the more things that can go wrong. Drawing on fascinating stories of ventures that failed to fulfill their early promise—from a home-furnishings retailer to a concierge dog-walking service, from a dating app to the inventor of a sophisticated social robot, from a fashion brand to a startup deploying a vast network of charging stations for electric vehicles—Eisenmann offers frameworks for detecting when a venture is vulnerable to these patterns, along with a wealth of strategies and tactics for avoiding them. A must-read for founders at any stage of their entrepreneurial journey, Why Startups Fail is not merely a guide to preventing failure but also a roadmap charting the path to startup success.

Hybrid Workplace: The Insights You Need from Harvard Business Review

Hybrid Workplace: The Insights You Need from Harvard Business Review PDF

Author: Harvard Business Review

Publisher: Harvard Business Press

Published: 2022-03-15

Total Pages: 85

ISBN-13: 1647823390

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Reinvent your organization for the hybrid age. Hybrid work is here to stay—but what will it look like at your company? If your organization is holding on to inflexible, pre-pandemic policies about where—and when—your people work, it may be risking a mass exodus of talent. Designing a hybrid workplace that furthers your business goals while staying true to your culture requires balancing experimentation with rigorous planning. Hybrid Workplace: The Insights You Need from Harvard Business Review will help you adopt the best technological, cultural, and new management practices to seize the benefits and avoid the pitfalls of the hybrid age. Business is changing. Will you adapt or be left behind? Get up to speed and deepen your understanding of the topics that are shaping your company's future with the Insights You Need from Harvard Business Review series. Featuring HBR's smartest thinking on fast-moving issues—blockchain, cybersecurity, AI, and more—each book provides the foundational introduction and practical case studies your organization needs to compete today and collects the best research, interviews, and analysis to get it ready for tomorrow. You can't afford to ignore how these issues will transform the landscape of business and society. The Insights You Need series will help you grasp these critical ideas—and prepare you and your company for the future.

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