Book picks similar to
Machine Learning for Asset Managers by Marcos López de Prado
finance
quant
investing
trading
Why Information Grows: The Evolution of Order, from Atoms to Economies
Cesar A. Hidalgo - 2015
He believes that we should investigate what makes some countries more capable than others. Complex products—from films to robots, apps to automobiles—are a physical distillation of an economy’s knowledge, a measurable embodiment of its education, infrastructure, and capability. Economic wealth accrues when applications of this knowledge turn ideas into tangible products; the more complex its products, the more economic growth a country will experience.A radical new interpretation of global economics, Why Information Grows overturns traditional assumptions about the development of economies and the origins of wealth and takes a crucial step toward making economics less the dismal science and more the insightful one.
The $100 Startup: Reinvent the Way You Make a Living, Do What You Love, and Create a New Future
Chris Guillebeau - 2012
Still in his early thirties, Chris is on the verge of completing a tour of every country on earth – he’s already visited more than 175 nations – and yet he’s never held a “real job” or earned a regular paycheck. Rather, he has a special genius for turning ideas into income, and he uses what he earns both to support his life of adventure and to give back. There are many others like Chris – those who’ve found ways to opt out of traditional employment and create the time and income to pursue what they find meaningful. Sometimes, achieving that perfect blend of passion and income doesn’t depend on shelving what you currently do. You can start small with your venture, committing little time or money, and wait to take the real plunge when you're sure it's successful. In preparing to write this book, Chris identified 1,500 individuals who have built businesses earning $50,000 or more from a modest investment (in many cases, $100 or less), and from that group he’s chosen to focus on the 50 most intriguing case studies. In nearly all cases, people with no special skills discovered aspects of their personal passions that could be monetized, and were able to restructure their lives in ways that gave them greater freedom and fulfillment. Here, finally, distilled into one easy-to-use guide, are the most valuable lessons from those who’ve learned how to turn what they do into a gateway to self-fulfillment. It’s all about finding the intersection between your “expertise” – even if you don’t consider it such -- and what other people will pay for. You don’t need an MBA, a business plan or even employees. All you need is a product or service that springs from what you love to do anyway, people willing to pay, and a way to get paid. Not content to talk in generalities, Chris tells you exactly how many dollars his group of unexpected entrepreneurs required to get their projects up and running; what these individuals did in the first weeks and months to generate significant cash; some of the key mistakes they made along the way, and the crucial insights that made the business stick. Among Chris’s key principles: if you’re good at one thing, you’re probably good at something else; never teach a man to fish – sell him the fish instead; and in the battle between planning and action, action wins. In ancient times, people who were dissatisfied with their lives dreamed of finding magic lamps, buried treasure, or streets paved with gold. Today, we know that it’s up to us to change our lives. And the best part is, if we change our own life, we can help others change theirs. This remarkable book will start you on your way.
Python for Finance: Analyze Big Financial Data
Yves Hilpisch - 2012
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
Money and Power: How Goldman Sachs Came to Rule the World
William D. Cohan - 2011
The firm--buttressed by the most aggressive and sophisticated p.r. machine in the financial industry--often boasts of "The Goldman Way," a business model predicated on hiring the most talented people, indoctrinating them in a corporate culture where partners stifle their egos for the greater good, and honoring the "14 Principles," the first of which is "Our clients' interests always come first." But there is another way of viewing Goldman--a secretive money-making machine that has straddled the line between conflict-of-interest and legitimate deal-making for decades; a firm that has exerted undue influence over government since the early part of the 20th century; a company composed of "cyborgs" who are kept in line by an internal "reputational risk department" staffed by former CIA operatives and private investigators; a workplace rife with brutal power struggles; a Wall Street titan whose clever bet against the mortgage market in 2007--a bet not revealed to its clients--may have made the financial ruin of the Great Recession worse. As William D. Cohan shows in his riveting chronicle of Goldman's rise to the summit of world capitalism, the firm has shown a remarkable ability to weather financial crises, congressional, federal and SEC investigations, and numerous lawsuits, all with its reputation and its enormous profits intact. By reading thousands of pages of government documents, court cases, SEC filings, Freedom of Information Act papers and other sources, and conducting over 100 interviews, including interviews with clients, competitors, regulators, current and former Goldman employees (including the six living men who have run Goldman), Cohan has constructed a vivid narrative that looks behind the veil of secrecy to reveal how Goldman has become so profitable, and so powerful. Part of the answer is the firm's assiduous cultivation of people in power--dating back to 1913, when Henry Goldman advised the government on how the new Federal Reserve, designed to oversee Wall Street, should be constituted. Sidney Weinberg, who ran the firm for four decades, advised presidents from Roosevelt to Kennedy and was nicknamed "The Politician" for his behind-the-scenes friendships with government officials. Goldman executives ran fundraising efforts for Nixon, Reagan, Clinton and George W. Bush. The firm showered lucrative consulting or speaking fees on figures like Henry Kissinger and Lawrence Summers. Famously, and fatefully, two Goldman leaders-- Robert Rubin and Henry Paulson--became Secretaries of the Treasury, where their actions both before and during the financial crisis of 2008 became the stuff of controversy and conspiracy theories. Another major strand in the firm's DNA is its eagerness to deal on both sides of a transaction, eliding questions of conflict of interest by the mere assertion of their innate honesty and nobility, a refrain repeated many times in its history, most notoriously by current Goldman CEO Lloyd Blankfein's jesting assertion that he was doing "God's work." As Michiko Kakutani's New York Times review of HOUSE OF CARDS said, "Cohan writes with an insider's knowledge of the workings of Wall Street, a reporter's investigative instincts and a natural storyteller's narrative command." In MONEY & POWER, Cohan has marshaled all these gifts in a powerful and definitive account of an institution whose public claims of virtue look very much like ruthlessness when exposed to the light of day.
Short-Term Rental, Long-Term Wealth: Your Guide to Analyzing, Buying, and Managing Vacation Properties
Avery Carl - 2021
Avery Carl, CEO and Founder of the Short Term Shop, will show you how to identify, acquire, and manage a short-term rental from anywhere in the country, plus how to avoid common pitfalls and overcome limitations that keep many would-be investors from ever getting started!In this book, you’ll learn how to:• Identify the best markets for short-term rental investing• Analyze the potential income and profitability of a short-term rental property• Self-manage a short-term rental right from your smartphone• Build a local boots-on-the-ground team for an out-of-state investment• Automate your self-management systems• Use the income from short-term rentals to scale your investment portfolio
Secrets of the Millionaire Mind: Mastering the Inner Game of Wealth
T. Harv Eker - 1999
Harv Eker states: "Give me five minutes, and I can predict your financial future for the rest of your life!" Eker does this by identifying your "money and success blueprint." We all have a personal money blueprint ingrained in our subconscious minds, and it is this blueprint, more than anything, that will determine our financial lives. You can know everything about marketing, sales, negotiations, stocks, real estate, and the world of finance, but if your money blueprint is not set for a high level of success, you will never have a lot of money—and if somehow you do, you will most likely lose it! The good news is that now you can actually reset your money blueprint to create natural and automatic success.Secrets of the Millionaire Mind is two books in one. Part I explains how your money blueprint works. Through Eker's rare combination of street smarts, humor, and heart, you will learn how your childhood influences have shaped your financial destiny. You will also learn how to identify your own money blueprint and "revise" it to not only create success but, more important, to keep and continually grow it.In Part II you will be introduced to seventeen "Wealth Files," which describe exactly how rich people think and act differently than most poor and middle-class people. Each Wealth File includes action steps for you to practice in the real world in order to dramatically increase your income and accumulate wealth.If you are not doing as well financially as you would like, you will have to change your money blueprint. Unfortunately your current money blueprint will tend to stay with you for the rest of your life, unless you identify and revise it, and that's exactly what you will do with the help of this extraordinary book. According to T. Harv Eker, it's simple. If you think like rich people think and do what rich people do, chances are you'll get rich too!
Surprisingly Simple: LLC vs. S-Corp vs. C-Corp Explained in 100 Pages or Less
Mike Piper - 2008
(And more importantly, when it will not!)Which business structures could reduce your Federal income tax or Self-Employment Tax.
The WSJ Guide to the 50 Economic Indicators That Really Matter: From Big Macs to "Zombie Banks," the Indicators Smart Investors Watch to Beat the Market
Simon Constable - 2011
But while most are looking at conventional barometers like unemployment rates and housing statistics, the smartest investors are following the curious and often ignored indicators that offer a true sense of where the economy is and where it's heading. These factors have been proven to provide the vital information needed to beat the market.Dow Jones columnist Simon Constable and respected financial historian Robert E. Wright offer valuable tips and insight to help investors forecast and exploit sea changes in the global macroeconomic climate. Unlike other investment handbooks, Constable and Wright’s guide explores the little-known economic indicators that the smartest investors watch closely in order to beat the stock market—from “Big Macs” to “zombie banks.” This valuable and informative read entertains and enlightens while offering essential advice on navigating the global economic climate.
Stock Investing for Dummies
Paul Mladjenovic - 2002
Packed with savvy tips on today's best investment opportunities, this book provides a down-to-earth, straightforward approach to making money on the market without the fancy lingo. Soon you'll have the power to optimize your returns by:Recognizing and minimizing the risks Gathering information about potential stocks Dissecting annual reports and other company documents Analyzing the growth and demand of industries Playing with the politicians Approaching uncertain markets Using corporate stock buybacks to boost earnings Handling the IRS and other obligations With a different strategy for every investor--from recent college grad to married with children to recently retired--this valuable reference is a must-have. It also features tips and tricks on how to tell when a stock is on the verge of declining or increasing, how to protect yourself from fraud, and common challenges that every investor must go through, along with resources and financial ratios.
Numsense! Data Science for the Layman: No Math Added
Annalyn Ng - 2017
Sold in over 85 countries and translated into more than 5 languages.---------------Want to get started on data science?Our promise: no math added.This book has been written in layman's terms as a gentle introduction to data science and its algorithms. Each algorithm has its own dedicated chapter that explains how it works, and shows an example of a real-world application. To help you grasp key concepts, we stick to intuitive explanations and visuals.Popular concepts covered include:- A/B Testing- Anomaly Detection- Association Rules- Clustering- Decision Trees and Random Forests- Regression Analysis- Social Network Analysis- Neural NetworksFeatures:- Intuitive explanations and visuals- Real-world applications to illustrate each algorithm- Point summaries at the end of each chapter- Reference sheets comparing the pros and cons of algorithms- Glossary list of commonly-used termsWith this book, we hope to give you a practical understanding of data science, so that you, too, can leverage its strengths in making better decisions.
A Few Lessons for Investors and Managers From Warren Buffett
Peter Bevelin - 2012
It tells in a short-easy-to-read way about what managers and investors can learn from Buffett. This is a selection of useful and timeless wisdom where Warren Buffett in his own words tells us how to think about business valuation, what is a good and bad business, acquisitions and their traps, yardsticks, compensation issues, how to reduce risk, corporate governance, the importance of trust and the right culture, learning from mistakes, and more.
The Youtube Formula: How Anyone Can Unlock the Algorithm to Drive Views, Build an Audience, and Grow Revenue
Derral Eves - 2021
In The YouTube Formula: How Anyone Can Unlock the Algorithm to Drive Views, Build an Audience, and Grow Revenue, the owner of the largest YouTube how-to channel provides the secrets to getting the results that every YouTube creator and strategist wants. Eves will reveal what readers can't get anywhere else: the inner workings of the YouTube algorithm that's responsible for determining success on the platform, and how creators can use it to their advantage.Full of actionable advice and concrete strategies, this book teaches readers how to:Launch a channel Create life-changing content Drive rapid view and subscriber growth Build a brand and increase engagement Improve searchability Monetize content and audience Replete with case studies and information from successful YouTube creators, The YouTube Formula is perfect for any creator, entrepreneur, social media strategist, and brand manager who hopes to see real commercial results from their work on the platform.
A Concise Guide to Macroeconomics
David A. Moss - 2007
In A Concise Guide to Macroeconomics, David Moss leverages his many years of teaching experience at Harvard Business School to lay out important macroeconomic concepts in engaging, clear, and concise terms. In a simple and intuitive way, he breaks down the ideas into “output,” “money,” and “expectations.” In addition, Moss introduces powerful tools for interpreting the big-picture economic developments that shape events in the contemporary business arena. Detailed examples are also drawn from history to illuminate important concepts.This book is destined to become a staple in MBA courses—as well as the go-to resource for executives and managers at all levels seeking to brush up on their knowledge of macroeconomic dynamics.