Book picks similar to
Keeping Up with the Quants: Your Guide to Understanding and Using Analytics by Thomas H. Davenport
business
data-science
analytics
science
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
Cathy O'Neil - 2016
Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process.
Only the Paranoid Survive. Lessons from the CEO of INTEL Corporation
Andrew S. Grove - 1988
Under Andrew Grove's leadership, Intel has become the world's largest computer chipmaker, the 5th most admired company in America, and the 7th most profitable company among the Fortune 500. Few CEOs can claim this level of success. Grove attributes much of it to the philosophy and strategy he has learned the hard way as he steered Intel through a series of potential major disasters. There are moments in any business when massive change occurs, when all the rules of business shift fast, furiously and forever. Grove calls such moments strategic inflection points (SIPs), and he has lived through several. They can be set off by almost anything - by mega competition, an arcane change in regulations, or by a seemingly modest change in technology. They are not always easy to spot - but you can't hide from them. Intel's first SIP was when the Japanese started producing better-quality, lower-cost memory chips. It took Grove three years and huge losses to recognize that he had to rethink and reposition the company to become, once again, leader in its field.Grove extrapolates the lessons he has learned from this and other SIPs - for instance the drama of the Pentium flaw, and the SIP brought on by the Internet - to reveal a unique insight into the management of change. He recounts strategies from other companies and examines his own record of success and failure. Only the Paranoid Survive is a classic lesson in leadership skills that every manager in every industry will benefit from. Every manager must assume that something will change - very soon.
Barbarians at the Gate: The Fall of RJR Nabisco
Bryan Burrough - 1989
An enduring masterpiece of investigative journalism by Bryan Burrough and John Helyar, it includes a new afterword by the authors that brings this remarkable story of greed and double-dealings up to date twenty years after the famed deal. The Los Angeles Times calls Barbarians at the Gate, “Superlative.” The Chicago Tribune raves, “It’s hard to imagine a better story...and it’s hard to imagine a better account.” And in an era of spectacular business crashes and federal bailouts, it still stands as a valuable cautionary tale that must be heeded.
To Pixar and Beyond: My Unlikely Journey with Steve Jobs to Make Entertainment History
Lawrence Levy - 2016
“This is Steve Jobs. I saw your picture in a magazine a few years ago and thought we’d work together someday.” After Steve Jobs was unceremoniously dismissed from Apple, he bought a little-known graphics company called Pixar. One day, out of the blue, Jobs called Lawrence Levy, a Harvard-trained lawyer and executive to whom he had never spoken before, to persuade Levy to help him get Pixar off the ground. What Levy found was a company on the verge of failure. To Pixar and Beyond is the story of what happened next: how, working closely with Jobs, Levy produced and implemented a highly improbable plan that transformed Pixar into one of Hollywood’s greatest success stories. Set in the worlds of Silicon Valley and Hollywood, the book takes readers inside Pixar, Disney, law firms, and investment banks. It provides an up-close, firsthand account of Pixar’s ascent, how it made creative choices, Levy’s enduring collaboration and friendship with Jobs, and how Levy came to see in Pixar deeper lessons that can apply to many aspects of our lives.
HBR's 10 Must Reads on Strategy (including featured article “What Is Strategy?” by Michael E. Porter)
Michael E. PorterRobert S. Kaplan - 2010
Porter). We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you catalyze your organization's strategy development and execution.HBR's 10 Must Reads on Strategy will inspire you to:• Distinguish your company from rivals• Clarify what your company will and won't do• Craft a vision for an uncertain future• Create blue oceans of uncontested market space• Use the Balanced Scorecard to measure your strategy• Capture your strategy in a memorable phrase• Make priorities explicit• Allocate resources early• Clarify decision rights for faster decision making"This collection of best-selling articles includes: featured article "What Is Strategy?" by Michael E. Porter, "The Five Competitive Forces That Shape Strategy," "Building Your Company's Vision," "Reinventing Your Business Model," "Blue Ocean Strategy," "The Secrets to Successful Strategy Execution," "Using the Balanced Scorecard as a Strategic Management System," "Transforming Corner-Office Strategy into Frontline Action," "Turning Great Strategy into Great Performance," and "Who Has the D? How Clear Decision Roles Enhance Organizational Performance."
The Data Detective: Ten Easy Rules to Make Sense of Statistics
Tim Harford - 2020
That’s a mistake, Tim Harford says in The Data Detective. We shouldn’t be suspicious of statistics—we need to understand what they mean and how they can improve our lives: they are, at heart, human behavior seen through the prism of numbers and are often “the only way of grasping much of what is going on around us.” If we can toss aside our fears and learn to approach them clearly—understanding how our own preconceptions lead us astray—statistics can point to ways we can live better and work smarter.As “perhaps the best popular economics writer in the world” (New Statesman), Tim Harford is an expert at taking complicated ideas and untangling them for millions of readers. In The Data Detective, he uses new research in science and psychology to set out ten strategies for using statistics to erase our biases and replace them with new ideas that use virtues like patience, curiosity, and good sense to better understand ourselves and the world. As a result, The Data Detective is a big-idea book about statistics and human behavior that is fresh, unexpected, and insightful.
EntreLeadership: 20 Years of Practical Business Wisdom from the Trenches
Dave Ramsey - 2011
These are the men and women doing battle daily beneath the banner that is your brand. Are they courageous or indecisive? Are they serving a motivated team or managing employees? Are they valued? Your team will never grow beyond you, so here’s another question to consider—are you growing? Whether you’re sitting at the CEO’s desk, the middle manager’s cubicle, or a card table in your living-room-based start-up, EntreLeadership provides the practical, step-by-step guidance to grow your business where you want it to go. Dave Ramsey opens up his championship playbook for business to show you how to: -Inspire your team to take ownership and love what they do -Unify your team and get rid of all gossip -Handle money to set your business up for success -Reach every goal you set -And much, much more! EntreLeadership is a one-stop guide filled with accessible advice for businesses and leaders to ensure success even through the toughest of times.
Flawless Consulting: A Guide to Getting Your Expertise Used
Peter Block - 1987
Using illustrative examples, case studies, and exercises, the author, one of the most important and well known in his field, offers his legendary warmth and insight throughout this much-awaited second edition. Anyone who must communicate in a professional context--and who doesn't?--will use the lessons taught in this book for years to come! "Who would have thought the 'consultant's bible' could be improved upon? Count on Peter Block--the consulting profession's very own revolutionary--to push us to confront and struggle with the paradoxes inherent in our work." --Candace Thompson, organization development consultant, First Chicago NBD--A Bank One Company "Block has distilled years of experience into a wise, down-to-earth, and eminently practical guide to excellence in consulting. If you are new to the practice, Flawless Consulting will chop years off your learning cycle. And even if you're an old pro, Block's insights will elevate you to new levels of effectiveness. Flawless Consulting is not simply about becoming a better consultant; it is about using consulting as a path toward becoming a better person." --Barry Oshry, president, Power & Systems, Inc.; author of Seeing Systems and Leading Systems
Escaping the Build Trap: How Effective Product Management Creates Real Value
Melissa Perri - 2018
Companies that live and die by outputs often fall into the "build trap," cranking out features to meet their schedule rather than the customer’s needs.
In this book, Melissa Perri explains how laying the foundation for great product management can help companies solve real customer problems while achieving business goals. By understanding how to communicate and collaborate within a company structure, you can create a product culture that benefits both the business and the customer. You’ll learn product management principles that can be applied to any organization, big or small.
In five parts, this book explores:
Why organizations ship features rather than cultivate the value those features represent
How to set up a product organization that scales
How product strategy connects a company’s vision and economic outcomes back to the product activities
How to identify and pursue the right opportunities for producing value through an iterative product framework
How to build a culture focused on successful outcomes over outputs
The Numerati
Stephen Baker - 2008
Now, in one of the greatest undertakings of the twenty-first century, a savvy group of mathematicians and computer scientists is beginning to sift through this data to dissect us and map out our next steps. Their goal? To manipulate our behavior -- what we buy, how we vote -- without our even realizing it.In this tour de force of original reporting and analysis, journalist Stephen Baker provides us with a fascinating guide to the world we're all entering -- and to the people controlling that world. The Numerati have infiltrated every realm of human affairs, profiling us as workers, shoppers, patients, voters, potential terrorists -- and lovers. The implications are vast. Our privacy evaporates. Our bosses can monitor and measure our every move (then reward or punish us). Politicians can find the swing voters among us, by plunking us all into new political groupings with names like "Hearth Keepers" and "Crossing Guards." It can sound scary. But the Numerati can also work on our behalf, diagnosing an illness before we're aware of the symptoms, or even helping us find our soul mate. Surprising, enlightening, and deeply relevant, The Numerati shows how a powerful new endeavor -- the mathematical modeling of humanity -- will transform every aspect of our lives. STEPHEN BAKER has written for BusinessWeek for over twenty years, covering Mexico and Latin America, the Rust Belt, European technology, and a host of other topics, including blogs, math, and nanotechnology. But he's always considered himself a foreign correspondent. This, he says, was especially useful as he met the Numerati. "While I came from the world of words, they inhabited the symbolic realms of math and computer science. This was foreign to me. My reporting became an anthropological mission." Baker has written for many publications, including the Wall Street Journal, the Los Angeles Times, and the Boston Globe. He won an Overseas Press Club Award for his portrait of the rising Mexican auto industry. He is the coauthor of blogspotting.net, featured by the New York Times as one of fifty blogs to watch.
Dark Pools: The Rise of Artificially Intelligent Trading Machines and the Looming Threat to Wall Street
Scott Patterson - 2012
In the beginning was Josh Levine, an idealistic programming genius who dreamed of wresting control of the market from the big exchanges that, again and again, gave the giant institutions an advantage over the little guy. Levine created a computerized trading hub named Island where small traders swapped stocks, and over time his invention morphed into a global electronic stock market that sent trillions in capital through a vast jungle of fiber-optic cables. By then, the market that Levine had sought to fix had turned upside down, birthing secretive exchanges called dark pools and a new species of trading machines that could think, and that seemed, ominously, to be slipping the control of their human masters. Dark Pools is the fascinating story of how global markets have been hijacked by trading robots--many so self-directed that humans can't predict what they'll do next.
Innovation and Entrepreneurship: Practice and Principles
Peter F. Drucker - 1985
A superbly practical book that explains what established businesses, public survey institutions, and new yentures have to know, have to learn, and have to do in today' s economy and marketplace.
The Wall Street Journal Guide to Information Graphics: The Dos and Don'ts of Presenting Data, Facts, and Figures
Dona M. Wong - 2009
Yet information graphics is rarely taught in schools or is the focus of on-the-job training. Now, for the first time, Dona M. Wong, a student of the information graphics pioneer Edward Tufte, makes this material available for all of us. In this book, you will learn:to choose the best chart that fits your data;the most effective way to communicate with decision makers when you have five minutes of their time;how to chart currency fluctuations that affect global business;how to use color effectively;how to make a graphic “colorful” even if only black and white are available.The book is organized in a series of mini-workshops backed up with illustrated examples, so not only will you learn what works and what doesn’t but also you can see the dos and don’ts for yourself. This is an invaluable reference work for students and professional in all fields.
The Wal-Mart Effect: How the World's Most Powerful Company Really Works - and How It's Transforming the American Economy
Charles Fishman - 2006
But no book until this one has managed to penetrate its wall of silence or go beyond the usual polemics to analyze its actual effects on its customers, workers, and suppliers. Drawing on unprecedented interviews with former Wal-Mart executives and a wealth of staggering data (e.g., Americans spend $36 million an hour at Wal-Mart stores, and in 2004 its growth alone was bigger than the total revenue of 469 of the Fortune 500), The Wal-Mart Effect is an intimate look at a business that is dramatically reshaping our lives.
Venture Deals
Brad Feld - 2011
It happens because VCs are experts in financings and most entrepreneurs are not. Brad and Jason are out to fix that problem with Venture Deals. This book is long overdue and badly needed."Fred Wilson, Managing Partner, Union Square Ventures"Feld and Mendelson pack a graduate-level course into this energetic and accessible book.?The authors' frank style and incisive insight make this a must-read for high-growth company entrepreneurs, early-stage investors, and graduate students.?Start here if you want to understand venture capital deal structure and strategies.?I enthusiastically recommend."Brad Bernthal, CU Boulder, Associate Clinical Professor ofLaw, Technology Policy, Entrepreneurial Law"A must-read book for entrepreneurs.?Brad and Jason demystify the overly complex world of term sheets and M&A, cutting through the legalese and focusing on what really matters.?That's a good thing not just for entrepreneurs, but also for venture capitalists, angels, and lawyers.?Having an educated entrepreneur on the other side of the table means you spend your time negotiating the important issues and ultimately get to the right deal faster."Greg Gottesman, Managing Director, Madrona Venture Group"Venture Deals is a must-read for any entrepreneur contemplating or currently leading a venture-backed company. Brad and Jason are highly respected investors who shoot straight from the hip and tell it like it is, bringing a level of transparency to a process that is rarely well understood. It's like having a venture capitalist as a best friend who is looking out for your best interests and happy to answer all of your questions."Emily Mendell, Vice President of Communications,National Venture Capital Association"The adventure of starting and growing a company can be exhilarating or excruciatingor both. Feld and Mendelson have done a masterful job of shedding light on what can either become one of the most helpful or dreadful experiences for entrepreneursaccepting venture capital into their firm. This book takes the lid off the black box and helps entrepreneurs understand the economics and control provisions of working with a venture partner."Lesa Mitchell, Vice President, Advancing Innovation, Kauffman Foundation