Calling Bullshit: The Art of Skepticism in a Data-Driven World


Carl T. Bergstrom - 2020
    Now, two science professors give us the tools to dismantle misinformation and think clearly in a world of fake news and bad data.It's increasingly difficult to know what's true. Misinformation, disinformation, and fake news abound. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.

Financial Intelligence: A Manager's Guide to Knowing What the Numbers Really Mean


Karen Berman - 2006
    But many managers can't read a balance sheet, wouldn't recognize a liquidity ratio, and don't know how to calculate return on investment. Worse, they don't have any idea where the numbers come from or how reliable they really are. In Financial Intelligence, Karen Berman and Joe Knight teach the basics of finance--but with a twist. Financial reporting, they argue, is as much art as science. Because nobody can quantify everything, accountants always rely on estimates, assumptions, and judgment calls. Savvy managers need to know how those sources of possible bias can affect the financials and that sometimes the numbers can be challenged. While providing the foundation for a deep understanding of the financial side of business, the book also arms managers with practical strategies for improving their companies' performance--strategies, such as "managing the balance sheet," that are well understood by financial professionals but rarely shared with their nonfinancial colleagues. Accessible, jargon-free, and filled with entertaining stories of real companies, Financial Intelligence gives nonfinancial managers the financial knowledge and confidence for their everyday work. Karen Berman and Joe Knight are the owners of the Los Angeles-based Business Literacy Institute and have trained tens of thousands of managers at many leading organizations. Co-author John Case has written several popular books on management.

Remote: Office Not Required


David Heinemeier Hansson - 2013
    Moms in particular will welcome this trend.  A full 60% wish they had a flexible work option. But companies see advantages too in the way remote work increases their talent pool, reduces turnover, lessens their real estate footprint, and improves the ability to conduct business across multiple time zones, to name just a few advantages.  In Remote, inconoclastic authors Fried and Hansson will convince readers that letting all or part of work teams function remotely is a great idea--and they're going to show precisely how a remote work setup can be accomplished.

The Making of a Manager: What to Do When Everyone Looks to You


Julie Zhuo - 2019
    She stared at a long list of logistics--from hiring to firing, from meeting to messaging, from planning to pitching--and faced a thousand questions and uncertainties. How was she supposed to spin teamwork into value? How could she be a good steward of her reports' careers? What was the secret to leading with confidence in new and unexpected situations?Now, having managed dozens of teams spanning tens to hundreds of people, Julie knows the most important lesson of all: great managers are made, not born. If you care enough to be reading this, then you care enough to be a great manager.The Making of a Manager is a modern field guide packed everyday examples and transformative insights, including:* How to tell a great manager from an average manager (illustrations included) * When you should look past an awkward interview and hire someone anyway * How to build trust with your reports through not being a boss * Where to look when you lose faith and lack the answersWhether you're new to the job, a veteran leader, or looking to be promoted, this is the handbook you need to be the kind of manager you wish you had.

Tribe of Mentors: Short Life Advice from the Best in the World


Timothy Ferriss - 2017
    From iconic entrepreneurs to elite athletes, from artists to billionaire investors, their short profiles can help you answer life's most challenging questions, achieve extraordinary results, and transform your life.From the author: In 2017, several of my close friends died in rapid succession. It was a very hard year, as it was for many people. It was also a stark reminder that time is our scarcest, non-renewable resource. With a renewed sense of urgency, I began asking myself many questions: Were my goals my own, or simply what I thought I should want? How much of life had I missed from underplanning or overplanning? How could I be kinder to myself? How could I better say “no” to the trivial many to better say “yes” to the critical few? How could I best reassess my priorities and my purpose in this world? To find answers, I reached out to the most impressive world-class performers in the world, ranging from wunderkinds in their 20s to icons in their 70s and 80s. No stone was left unturned. This book contains their answers—practical and tactical advice from mentors who have found solutions. Whether you want to 10x your results, get unstuck, or reinvent yourself, someone else has traveled a similar path and taken notes. This book, Tribe of Mentors, includes many of the people I grew up viewing as idols or demi-gods. Less than 10% have been on my podcast (The Tim Ferriss Show, more than 200 million downloads), making this a brand-new playbook of playbooks. No matter your challenge or opportunity, something in these pages can help. Among other things, you will learn: • More than 50 morning routines—both for the early riser and those who struggle to get out of bed. • How TED curator Chris Anderson realized that the best way to get things done is to let go. • The best purchases of $100 or less (you'll never have to think about the right gift again). • How to overcome failure and bounce back towards success. • Why Humans of New York creator Brandon Stanton believes that the best art will always be the riskiest. • How to meditate and be more mindful (and not just for those that find it easy). • Why tennis champion Maria Sharapova believe that “losing makes you think in ways victories can’t.” • How to truly achieve work-life balance (and why most people tell you it isn’t realistic). • How billionaire Facebook co-founder Dustin Moskovitz transformed the way he engages with difficult situations to reduce suffering. • Ways to thrive (and survive) the overwhelming amount of information you process every day. • How to achieve clarity on your purpose and assess your priorities. • And much more. This reference book, which I wrote for myself, has already changed my life. I certainly hope the same for you. I wish you luck as you forge your own path. All the best, Tim Ferriss

Principles: Life and Work


Ray Dalio - 2011
    Forty years later, Bridgewater has made more money for its clients than any other hedge fund in history and grown into the fifth most important private company in the United States, according to Fortune magazine. Dalio himself has been named to Time magazine’s list of the 100 most influential people in the world. Along the way, Dalio discovered a set of unique principles that have led to Bridgewater’s exceptionally effective culture, which he describes as “an idea meritocracy that strives to achieve meaningful work and meaningful relationships through radical transparency.” It is these principles, and not anything special about Dalio—who grew up an ordinary kid in a middle-class Long Island neighborhood—that he believes are the reason behind his success.In Principles, Dalio shares what he’s learned over the course of his remarkable career. He argues that life, management, economics, and investing can all be systemized into rules and understood like machines. The book’s hundreds of practical lessons, which are built around his cornerstones of “radical truth” and “radical transparency,” include Dalio laying out the most effective ways for individuals and organizations to make decisions, approach challenges, and build strong teams. He also describes the innovative tools the firm uses to bring an idea meritocracy to life, such as creating “baseball cards” for all employees that distill their strengths and weaknesses, and employing computerized decision-making systems to make believability-weighted decisions. While the book brims with novel ideas for organizations and institutions, Principles also offers a clear, straightforward approach to decision-making that Dalio believes anyone can apply, no matter what they’re seeking to achieve.Here is a rare opportunity to gain proven advice unlike anything you’ll find in the conventional business press.

Subscribed: Why the Subscription Model Will Be Your Company's Future - and What to Do About It


Tien Tzuo - 2018
    The real transformation--and the real opportunity--is just beginning.Subscription companies are growing nine times faster than the S&P 500. Why? Because unlike product companies, subscription companies know their customers. A happy subscriber base is the ultimate economic moat. Today's consumers prefer the advantages of access over the hassles of maintenance, from transportation (Uber, Surf Air), to clothing (Stitch Fix, Eleven James), to razor blades and makeup (Dollar Shave Club, Birchbox). Companies are similarly demanding easier, long-term solutions, trading their server rooms for cloud storage solutions like Box. Simply put, the world is shifting from products to services.But how do you turn customers into subscribers? As the CEO of the world's largest subscription management platform, Tien Tzuo has helped hundreds of companies transition from relying on individual sales to building customer-centric, recurring-revenue businesses. His core message in Subscribed is simple: Ready or not, excited or terrified, you need to adapt to the Subscription Economy -- or risk being left behind.Tzuo shows how to use subscriptions to build lucrative, ongoing one-on-one relationships with your customers. This may require reinventing substantial parts of your company, from your accounting practices to your entire IT architecture, but the payoff can be enormous. Just look at the case studies:  *   Adobe transitions from selling enterprise software licenses to offering cloud-based solutions for a flat monthly fee, and quadruples its valuation.  *   Fender evolves from selling guitars one at a time to creating lifelong musicians by teaching beginners to play, and keeping them inspired for life.  *   Caterpillar uses subscriptions to help solve problems -- it's not about how many tractors you can rent, but how much dirt you need to move. In Subscribed, you'll learn how these companies made the shift, and how you can transform your own product into a valuable service with a practical, step-by-step framework. Find out how how you can prepare and prosper now, rather than trying to catch up later.

Getting More: How to Negotiate to Achieve Your Goals in the Real World


Stuart Diamond - 2010
     Based on more than 20 years of research and practice among 30,000 people in 45 countries, Getting More concludes that finding and valuing the other party s emotions and perceptions creates far more value than the conventional wisdom of power and logic. It is intended to provide better agreements for everyone no matter what they negotiate from jobs to kids to billion dollar deals to shopping. The book, a "New York Times "bestseller and #1 "Wall Street Journal "business best seller, is based on Professor Stuart Diamond s award-winning course at the Wharton Business School, where the course has been the most popular over 13 years. It challenges the conventional wisdom on every page, from win-win to BATNA to rationality to the use of power. Companies have made billions of dollars so far using his new model and parents have gotten their 4-year-olds to willingly brush their teeth and go to bed. Prof. Diamond draws from his experience as a Pulitzer Prize winning journalist at The New York Times, Harvard-trained attorney, Wharton MBA, U.N. Consultant in many countries and manager and executive in many sectors, including technology, agriculture, medical services, finance, energy and aviation. The ROI from reading "Getting "More will make it the best investment you make this year, says Rhys Dekle, the business development head of the Microsoft Games division, which produces X-Box. He added that the book was his team s best investment of the year too. The model was also used to quickly solve the 2008 Hollywood Writer s Strike. The advice is addressed through the insightful stories of more than 400 people who have used Prof. Diamond s tools with great success: A 20% savings on an item already on sale. An extra $300 million profit in a business. A woman from India getting out of her own arranged marriage. Better relationships with the family, including teenagers. Raises at work. Better jobs. Dealing with emotional situations. Meeting one s goals. Finding better things to trade. Solving cultural and political problems, sports conflicts, and ordinary arguments. The book is intended to be used in any situation. The most common response is life changing, beginning on page one. The most inspirational book I have read this year said David Simon, an attorney in San Francisco, CA. This book can change the world, says Craig Silverman, Investment Advisor, Long Island, NY"

Data Smart: Using Data Science to Transform Information into Insight


John W. Foreman - 2013
    Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

Sources of Power: How People Make Decisions


Gary Klein - 1998
    How do these individuals make the split-second decisions that save lives? Most studies of decision making, based on artificial tasks assigned in laboratory settings, view people as biased and unskilled. Gary Klein is one of the developers of the naturalistic decision making approach, which views people as inherently skilled and experienced. It documents human strengths and capabilities that so far have been downplayed or ignored.Since 1985, Klein has conducted fieldwork to find out how people tackle challenges in difficult, nonroutine situations. Sources of Power is based on observations of humans acting under such real-life constraints as time pressure, high stakes, personal responsibility, and shifting conditions. The professionals studied include firefighters, critical care nurses, pilots, nuclear power plant operators, battle planners, and chess masters. Each chapter builds on key incidents and examples to make the description of the methodology and phenomena more vivid. In addition to providing information that can be used by professionals in management, psychology, engineering, and other fields, the book presents an overview of the research approach of naturalistic decision making and expands our knowledge of the strengths people bring to difficult tasks.

How to Get Rich


Felix Dennis - 2007
    And if someone like me can become rich, then so can you - no matter what your present circumstances. Here is how I did it and what I learned along the way.' So writes Felix Dennis, who believes that almost anyone of reasonable intelligence can become rich, given sufficient motivation and application. How To Get Rich is a distillation of his business wisdom. Primarily concerned with the step-by-step creation of wealth, it ruthlessly dissects the business failures and financial triumphs of 'a South London lad who became rich virtually by accident'. Part manual, part memoir, part primer, this book is a template for those who are willing to stare down failure and transform their lives.Canny, infuriating, cynical and generous by turns, How To Get Rich is an invaluable guide to 'the surprisingly simple art of collecting money which already has your name on it'.

Brain Rules: 12 Principles for Surviving and Thriving at Work, Home, and School


John Medina - 2008
    Yet brain scientists have uncovered details every business leader, parent, and teacher should know—like the need for physical activity to get your brain working its best.How do we learn? What exactly do sleep and stress do to our brains? Why is multi-tasking a myth? Why is it so easy to forget—and so important to repeat new knowledge? Is it true that men and women have different brains?In Brain Rules, Dr. John Medina, a molecular biologist, shares his lifelong interest in how the brain sciences might influence the way we teach our children and the way we work. In each chapter, he describes a brain rule—what scientists know for sure about how our brains work—and then offers transformative ideas for our daily lives.Medina’s fascinating stories and infectious sense of humor breathe life into brain science. You’ll learn why Michael Jordan was no good at baseball. You’ll peer over a surgeon’s shoulder as he proves that most of us have a Jennifer Aniston neuron. You’ll meet a boy who has an amazing memory for music but can’t tie his own shoes.You will discover how:Every brain is wired differentlyExercise improves cognitionWe are designed to never stop learning and exploringMemories are volatileSleep is powerfully linked with the ability to learnVision trumps all of the other sensesStress changes the way we learnIn the end, you’ll understand how your brain really works—and how to get the most out of it.

The Art of Startup Fundraising


Alejandro Cremades - 2016
    New regulations are making the old go-to advice less relevant, as startup money is increasingly moving online. These new waters are all but uncharted—and founders need an accessible guide. This book helps you navigate the online world of startup fundraising with easy-to-follow explanations and expert perspective on the new digital world of finance. You'll find tips and tricks on raising money and investing in startups from early stage to growth stage, and develop a clear strategy based on the new realities surrounding today's startup landscape.The finance world is in a massive state of flux. Changes are occurring at an increasing pace in all sectors, but few more intensely than the startup sphere. When the paradigm changes, your processes must change with it. This book shows you how startup funding works, with expert coaching toward the new rules on the field.-Learn how the JOBS Act impacts the fundraising model-Gain insight on startups from early stage to growth stage-Find the money you need to get your venture going-Craft your pitch and optimize the strategy-Build momentum-Identify the right investors-Avoid the common mistakesDon't rely on the "how we did it" tales from superstar startups, as these stories are unique and applied to exceptional scenarios. The game has changed, and playing by the old rules only gets you left behind. Whether you're founding a startup or looking to invest, The Art of Startup Fundraising provides the up-to-the-minute guidance you need.PRAISE FOR THE ART OF STARTUP FUNDRAISING:“The Art of Startup Fundraising is a must read for anyone who even considers starting a business. Fundraising is hard. This book gives you the roadmap to get where you are going. Alejandro Cremades speaks with wisdom and from experience.“ - Tim Draper , Founder of Draper Associates, DFJ, and Draper University."The Art of Startup Fundraising should be a mandatory reading for entrepreneurs that are looking to raise capital. This book will enable Alejandro to help many more early stage companies answer the tough questions when fundraising." - Marco Landi, Former Chief Operating Officer at Apple and Chairman at Atlantis Ventures"Raising capital is often the most daunting and least understood aspects of starting a new business and there are few people more experienced than Alejandro Cremades to act as a guide. The Art of Startup Fundraising unlocks key secrets of fundraising for newly minted entrepreneurs." - Jeff Stibel, Chairman of BrainGate, Inc. and Vice Chairman of Dun & Bradstreet, Inc.; New York Times bestselling author of Breakpoint and Wired for Thought."This book provides a clear, concise tour of the fundraising game. With his crowdfunding and entrepreneurial expertise in full display, Cremades does a terrific job making a complicated process simple and accessible." - Jeff Bussgang, General Partner at Flybridge Capital Partners and Senior Lecturer at Harvard Business School“Entrepreneurs need to be amazing at recruiting, selling and fundraising. The Art of Startup Fundraising provides the essential toolkit for mastering a core skill for any entrepreneur.” - Gil Penchina, serial entrepreneur and prolific angel investor“For many entrepreneurs finding the right investor for their venture can be a daunting task. Alejandro's experience with equity crowdfunding gives a unique perspective on the fundraising game. The Art of Startup Fundraising is very insightful for entrepreneurs looking to close a round of financing and changing the world.” - Anyndya Ghose, Professor at NYU Stern School of Business“There is no perfect approach to raising investment for a startup, but there is a certain tribal knowledge out there, that most of us had to learn through several failed attempts. The Art of Startup Fundraising captures every bit of advice (and then some!) that I would give to any entrepreneur looking for funding.” - Paul Murphy, Partner at Betaworks and CoFounder of Playdots“Alejandro's The Art of Startup Fundraising is a must read for any entrepreneur. Clear and concise, he outlines in today's startup community the steps to successfully fundraise. This is the golden era for entrepreneurs, any good idea with proof of concept can get access to money. Know your options!” - Angelo J. Robles, Founder and CEO of Family Office Association“It doesn't matter how great of a business you can build. If you can't raise money, you're toast. Master this book.” - Ilya Pozin, Forbes Contributor and CoFounder of Pluto TV and CoFounder of Coplex"The Art of Startup Fundraising translates art into science. By sharing proven formulas, strategies, and case studies that work, Alejandro Cremades provides a needed service to future entrepreneurs." - Josh Cohen, Managing Partner at City Light Capital“This ought to be a reading requirement for all entrepreneurs when building a business and raising capital. This is a very well written and informative book, written by a man who is a testament to dedication and creativity when confronted with the challenges of being an entrepreneur and raising capital.” - Carter Caldwell, serial entrepreneur and Principal at Cross Atlantic Capital Partners“Alejandro is on the bleeding edge of equity crowdfunding today. When he talks about fundraising, startups listen.” - Andrew Ackerman, Managing Director at Dreamit Ventures“Raising capital can be tough. Alejandro provides a step-by-step guidebook to all entrepreneurs that rather spend their time thinking about changing the world instead of thinking of how to raise funds.” - Tobias P. Schirmer, Managing Partner of JOIN Capital "A superb book on fundraising. Alejandro's guidance should arm entrepreneurs with the necessary tools to close with success a meaningful round of financing." - Ellen Weber, Executive Director at Robin Hood Ventures“The Art of Startup Fundraising is a practical and comprehensive resource for entrepreneurs to use again and again. It captures what startups need to do to be successful in the rapidly evolving financing world, while also providing tips on the fundamentals of building businesses that don’t change over time.” - Marianne Hudson, Executive Director at Angel Capital Association“Raising money is hard. But start-up founders all over the world can make it exponentially easier by educating themselves on the process of raising equity capital before they dive into it. The practical, hands-on advice from Alejandro Cremades in this book provides a solid foundation in that self-education process. Delivered in an approachable format with a key lesson to take-away every few pages, “The Art of Startup Fundraising” is essential reading for entrepreneurs everywhere.” - Allen Taylor, Managing Director at Endeavor

Invent and Wander: The Collected Writings of Jeff Bezos


Jeff Bezos - 2020
    Spanning a range of topics across business and public policy, from innovation and customer obsession to climate change and outer space, this book provides a rare glimpse into how Bezos thinks about the world and where the future might take us.Written in a direct, down-to-earth style, Invent and Wander offers readers a master class in business values, strategy, and execution:● The importance of a Day 1 mindset● Why “it’s all about the long term”● What it really means to be customer obsessed● How to start new businesses and create significant organic growth in an already successful company● Why culture is an imperative● How a willingness to fail is closely connected to innovation● What the Covid-19 pandemic has taught usEach insight offers new ways of thinking through today’s challenges—and more importantly, tomorrow’s—and the never-ending urgency of striving ahead, never resting on one’s laurels. Everyone from CEOs to entrepreneurs just setting up shop to the millions who use Amazon’s products and services in their homes or businesses will come to understand the principles that have driven the success of one of the most important innovators of our time.

Super Pumped: The Battle for Uber


Mike Isaac - 2019
    Uber had catapulted to the top of the tech world, yet for many came to symbolize everything wrong with Silicon Valley.Award-winning New York Times technology correspondent Mike Isaac’s Super Pumped presents the dramatic rise and fall of Uber, set against an era of rapid upheaval in Silicon Valley. Backed by billions in venture capital dollars and led by a brash and ambitious founder, Uber promised to revolutionize the way we move people and goods through the world. A near instant “unicorn,” Uber seemed poised to take its place next to Amazon, Apple, and Google as a technology giant.What followed would become a corporate cautionary tale about the perils of startup culture and a vivid example of how blind worship of startup founders can go wildly wrong. Isaac recounts Uber’s pitched battles with taxi unions and drivers, the company’s toxic internal culture, and the bare-knuckle tactics it devised to overcome obstacles in its quest for dominance. With billions of dollars at stake, Isaac shows how venture capitalists asserted their power and seized control of the startup as it fought its way toward its fateful IPO.Based on hundreds of interviews with current and former Uber employees, along with previously unpublished documents, Super Pumped is a page-turning story of ambition and deception, obscene wealth, and bad behavior that explores how blistering technological and financial innovation culminated in one of the most catastrophic twelve-month periods in American corporate history.