I’ve been working in machine learning for about a decade. I’ve always been more interested in applied than theoretical problems and while blogs and MOOCs (Massive Online Open Courses) are a great way to learn, for certain deep topics only a book would do. I also teach at University of Oxford, University of Birmingham, and various FTSE100 companies. My machine learning has exposed me to many fascinating problems—from leading my own ML-focused startup through Y Combinator—to working at various companies as a consultant. I think there is currently no great curriculum for the practitioners really wanting to apply deep learning in practical cases, so I have given it my best shot.
While technically not about deep learning, this book is fantastic for those interested in pursuing applied or practical machine learning problems. While the central thesis of a topic can be reduced to “Frequently, models are valuable simply by reducing uncertainty,” it is definitely worth a read as there’s a lot of deep thinking in this book!
Now updated with new measurement methods and new examples, How to Measure Anything shows managers how to inform themselves in order to make less risky, more profitable business decisions This insightful and eloquent book will show you how to measure those things in your own business, government agency or other organization that, until now, you may have considered "immeasurable," including customer satisfaction, organizational flexibility, technology risk, and technology ROI. * Adds new measurement methods, showing how they can be applied to a variety of areas such as risk management and customer satisfaction * Simplifies overall content while still making the…
Having a master's degree in chemical engineering, I wasn't destined to work in the area of quantitative finance… the reason why I professionally moved to this discipline aren't worth exposing, but as a matter of fact, I've been quickly fascinated by this science, and encountered some of my favorites, such as maths and statistics, as used in the traditional activity of an engineer. And I had many opportunities of combining the knowledge and practice of financial markets with pragmatism, typically of the engineer’s education, i.e. oriented toward problem solving. In addition, I've always loved teaching, and writing books on financial markets & instruments, hence the importance I'm giving to pedagogy in professional books.
For financial market practitioners, it would be unwise not to deeply care about the various financial risks associated with their uses.
This book thoroughly covers the whole set of such financial risks, i.e. market risk, credit/counterparty risk, liquidity risk (both on the asset and liability sides), broadening the subject up to the firmwide level risk. It goes both into theoretical and practical considerations (risk management of a portfolio of financial instruments), illustrated by useful examples, with a great pedagogical sense.
A global banking risk management guide geared toward the practitioner
Financial Risk Management presents an in-depth look at banking risk on a global scale, including comprehensive examination of the U.S. Comprehensive Capital Analysis and Review, and the European Banking Authority stress tests. Written by the leaders of global banking risk products and management at SAS, this book provides the most up-to-date information and expert insight into real risk management. The discussion begins with an overview of methods for computing and managing a variety of risk, then moves into a review of the economic foundation of modern risk management and the…
I’m a money manager for high-net-worth individuals. During my Wall Street years, I was ranked number one in my category in the Institutional Investor All America Research Survey for nine consecutive years. The CFA Society New York presented me its Ben Graham Award in 2017. I’ve served as a governor of the CFA Institute and consultant to the Federal Reserve Board of Governors. My writings have appeared in the Wall Street Journal, Barron’s, the Financial Times, and various scholarly journals. I live in New York City with my wife, musicologist Elaine Sisman. We have two children and five grandchildren.
Forget bromides such as buying a stock because your experience with the company’s product has been good. The hugely successful money manager Howard Marks makes the essential point that the goal is not to find good companies but to make good purchases. “It’s not what you buy,” he says, “it’s what you pay for it.” Investors who are interested in good outcomes rather than thrills will find many more sound principles in this book.
"This is that rarity, a useful book."--Warren Buffett Howard Marks, the chairman and cofounder of Oaktree Capital Management, is renowned for his insightful assessments of market opportunity and risk. After four decades spent ascending to the top of the investment management profession, he is today sought out by the world's leading value investors, and his client memos brim with insightful commentary and a time-tested, fundamental philosophy. Now for the first time, all readers can benefit from Marks's wisdom, concentrated into a single volume that speaks to both the amateur and seasoned investor. Informed by a lifetime of experience and study,…
I
often wondered who and when indexed investing was invented. This work discusses
the history of investing and how indexing came to be. Turns out there were many
people working independently initially, just like many other inventions earlier
in the 20th Century.
Who
knew the latter half of the 20th Century saw technology as well
as a lot of academics come to bear on making investing for people easier and
less expensive. Out of all random events and experiences different players had,
Vanguard and Dimensional were born.
I’m
a history nut as well as being concerned about our personal finances. This work
hit all cylinders on both those accounts. It’s important to understand history
and where things come from to better understand how it properly applies to
yourself.
'Grab some popcorn and take a front row seat, because Robin Wigglesworth has an astonishing story to tell you' Tim Harford, author of How to Make the World Add Up
'A fascinating account of an investment revolution' Ian Fraser, Literary Review
'A magisterial, delightfully written history offering up portraits of the academic scribblers and entrepreneurial practitioners who created the index-fund revolution' The Wall Street Journal
'Wigglesworth has written an important book' Patrick Hosking, Financial Editor, The Times
'A terrific read' Gregory Zuckerman, author of The Man Who Solved the Market
The stock market has been a passion of mine for over 15 years. These books have helped me learn how to spot trends and manage my risk while trading in stocks and cryptocurrencies through bull and bear markets.
Mark Minervini is undoubtedly one of the greatest traders to ever live. This book is an absolute gem, building on what O’Neil wrote in his book. Minervini has gotten his trading down to absolute precision, from when to buy, when to sell, and how to screen for stocks. It’s all in here. A must-read for anyone looking to learn about trading.
"Minervini has run circles around most PhDs tryingto design systems to beat the market." -- JACK SCHWAGER, bestselling author of Stock Market Wizards
"Mark's book has to be on every investor's bookshelf. It is about the most comprehensive work I have ever read on investing in growth stocks." -- DAVID RYAN, three-time U.S. Investing Champion
"[Minervini is] one of the most highly respected independent traders of our generation. His experience and past history of savvy market calls is legendary." -- CHARLES KIRK, The Kirk Report
"One of Wall Street's most remarkable success stories." -- BEN POWER, Your Trading Edge
When I first started covering Wall Street as a reporter, I faced a steep learning curve. I had always loved history, but I knew almost nothing about the history of Wall Street itself. I started educating myself -- and what began as a utilitarian effort to do my job better became a life-changing passion. Too often, financial history gets written for analysts and academics; it was a rare joy to find writers who told these wonderful Wall Street tales in an engaging, accessible way. That became my goal as an author: to write financial history in a way that could fascinate the general reader.
Perhaps no academic theory has had a more pernicious impact on how we understand and regulate the markets than the “rational market hypothesis” – the theory that “markets know best” and work best if left alone. Justin Fox explains the rise, the rule, and the ruin of this powerful but fundamentally flawed idea in a remarkably engaging way. A delight to read!
Chronicling the rise and fall of the efficient market theory and the century-long making of the modern financial industry, Justin Fox's "The Myth of the Rational Market" is as much an intellectual whodunit as a cultural history of the perils and possibilities of risk. The book brings to life the people and ideas that forged modern finance and investing, from the formative days of Wall Street through the Great Depression and into the financial calamity of today. It's a tale that features professors who made and lost fortunes, battled fiercely over ideas, beat the house in blackjack, wrote bestselling books,…
I’ve been an independent investor for nearly 25 years. In my previous life as an employee, I was a research actuary for a firm of pension consultants, and then a university lecturer. I left my last academic job at the age of 35 because I had made enough money to survive, and freedom was worth more to me than a salary. FIRE (Financial Independence – Retire Early) is what it’s called these days, but with two differences. First, I’m not retired: I spend most of my time on investing, but entirely on my own terms. Second, and relatedly, I’m an active investor, albeit a cheap one, nearly as cheap as an index fund.
All investing is risk-taking, and this is the best book on risk-taking that I know. Not just risk-taking as mathematics or games (although both of those are important), but risk-taking as a philosophy of life.
I would pick out two main insights. First, risk is intrinsically neither good nor bad, it is just a dial you can turn up or down. Second, your aim should be neither to minimise nor maximise risk, but rather to take the right amount of risk, and so achieve what this book calls “risk ignition”.
One contextual caveat: the value I see here is a deep understanding of risk, not specific recipes.
An innovative guide that identifies what distinguishes the best financial risk takers from the rest
From 1987 to 1992, a small group of Wall Street quants invented an entirely new way of managing risk to maximize success: risk management for risk-takers. This is the secret that lets tiny quantitative edges create hedge fund billionaires, and defines the powerful modern global derivatives economy. The same practical techniques are still used today by risk-takers in finance as well as many other fields. Red-Blooded Risk examines this approach and offers valuable advice for the calculated risk-takers who need precise quantitative guidance that will…
I’m a CPA with nearly 20 years of experience in the accounting profession and I provide continuing education to CPA firms in the area of accounting and auditing. One of my areas of specialization is government and nonprofit accounting. I serve on the Financial Accounting Standards Board (FASB’s) Not-for-Profit Advisory Committee and the AICPA’s Governing Council. I am passionate about the standard setting process and ensuring financial reporting is accurate and presented in a way to help the user make financial decisions. I have a BSBA from Georgetown University with a concentration in Accounting and International Business.
The Nonprofit Board Answer Book is a question-and-answer style book that takes the learnings from The Best of Boards one step further. It addresses board functions and structure with a section on board member selection and development. Oftentimes nonprofit boards aren’t intentional about these items. The Q&A addresses all the common questions that persons new to a board would ask or need to know. Board Source is a phenomenal organization whose aim is to help boards succeed. When I was researching governance for chapter 1 of my book, I cited several Board Source tools as they really do have the experience with nonprofit governance through their research. I love that each chapter of the text closes with suggested action steps to make the book more hands-on and practical.
An essential guide to good governance for board leaders at all levels of experience and expertise This third edition of the bestselling book for nonprofit board members and professionals offers a thoroughly revised and updated resource that answers the most-commonly asked question on board governance. The book covers such topics as board structure and process, board member recruitment and orientation, board-staff relations, and financial management. This new edition includes updated information on topics that have recently increased in importance including new Form 990; dealing with the financial crisis, risk management, and mergers. * Shows executives and board members how to…
As a professional emergency and risk management practitioner, I’ve spent my career supporting and shaping emergency management policy and practice in every context from the village to global levels. What I’ve found to be most rewarding are those opportunities where I’ve been able to translate this knowledge and practice into training the next generation of emergency managers. The textbooks I’ve written, which include the first comprehensive book on emergency management (Introduction to Emergency Management, currently in its 7th edition) and the first book on homeland security in the United States (Introduction to Homeland Security, currently in its 6th Edition), are currently in use at hundreds of universities worldwide.
This is an older text, but a good one nonetheless.
Normal Accidents highlights the complexity behind major disasters. In the hours, days, and even years leading up to any major incident, there are often multiple opportunities to reduce the negative impacts or even avoid them altogether.
Focusing on technological hazards, Perrow highlights the fact that major incidents are rarely the result of a single point of failure. As risk managers, we need to understand the compounding nature of risk, and this book brings that lesson to life.
Normal Accidents analyzes the social side of technological risk. Charles Perrow argues that the conventional engineering approach to ensuring safety--building in more warnings and safeguards--fails because systems complexity makes failures inevitable. He asserts that typical precautions, by adding to complexity, may help create new categories of accidents. (At Chernobyl, tests of a new safety system helped produce the meltdown and subsequent fire.) By recognizing two dimensions of risk--complex versus linear interactions, and tight versus loose coupling--this book provides a powerful framework for analyzing risks and the organizations that insist we run them. The first edition fulfilled one reviewer's prediction that…
In 2013, my father–an amazing man who was the picture of health–died suddenly and unexpectedly while at the gym. At the time, I was miserable and unfulfilled. My father’s passing sent me down a path of deep self-exploration, where I realized that life is simply too short and unpredictable to settle for less than what you truly want. As I endeavored to change my life, I became a certified life coach, relationship coach, and happiness trainer, initially to help myself, but soon discovered a passion for helping others. I've been lucky to have incredible mentors like Dr. Robert Glover. My unconventional brand of self-help has been featured in numerous publications.
While No More Mr. Nice Guy may have saved my life, this book has repeatedly saved my ass.
In the book, Dr. Smith uses his years of clinical experience (and his distinct sense of humor) to offer men a plan to attract the right women and confidently move on from the wrong women. This was a plan that I desperately needed.
This book forced me to examine my unhealthy relationship patterns. It showed me how to meet amazing women and avoid emotionally unstable women. It taught me how to identify red flags, see women more clearly, and have healthier partnerships.
For men, love is a high-stakes gamble. The right woman can be the best part of a man's life, and the wrong one can lead to personal and financial ruin. In today's climate, no man should venture into romance without a reliable risk-management strategy.
The Tactical Guide to Women delivers a solid plan for allowing the right women into your life, and keeping the wrong ones at a safe distance. You'll discover how to:
Identify good women of low drama and high character
Reduce your vulnerability to women who seem perfect for you--but aren't
Spot the early warning signs of…
