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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.
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.
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.
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.
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.
A scathing dissection of the wheeling and dealing in the world's greatest financial center. Spot rates, zero coupons, blue chips, futures, options on futures, indexes, options on indexes. The vocabulary of a financial market can seem arcane, even impenetrable. Yet despite its opacity, financial news and comment is ubiquitous. Major national newspapers devote pages of newsprint to the financial sector and television news invariably features a visit to the market for the latest prices. Does this prodigious flow of information have significance for anyone except the tiny percentage of people who have significant holdings of stocks or bonds? And if it does, can non-specialists ever hope to understand what the markets are up to? To these questions Wall Street answers an emphatic yes. Its author Doug Henwood is a notorious scourge of the stock exchange in the pages of his acerbic publication Left Business Observer. The Newsletter has received wide acclamation from J.K. Galbraith, among others, and occasional less favorable comment. Norman Pearlstine, then executive editor of the Wall Street Journal, lamented, 'You are scum ... it's tragic that you exist.' With compelling clarity, Henwood dissects the world's greatest financial center, laying open the intricacies of how, and for whom, the market works. The Wall Street which emerges is not a pretty sight. Hidden from public view, the markets are poorly regulated, badly managed, chronically myopic and often corrupt. And though, as Henwood reveals, their activity contributes almost nothing to the real economy where goods are made and jobs created, they nevertheless wield enormous power. With over a trillion dollars a day crossing the wires between the world's banks, Wall Street and its sister financial centers don't just influence government, effectively they are the government.