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
Upstream: The Quest to Solve Problems Before They Happen
Dan Heath - 2020
We put out fires. We deal with emergencies. We stay downstream, handling one problem after another, but we never make our way upstream to fix the systems that caused the problems ... [This book] probes the psychological forces that push us downstream--including 'problem blindness,' which can leave us oblivious to serious problems in our midst. And Heath introduces us to the thinkers who have overcome these obstacles and scored ... victories by switching to an upstream mindset.
Peak: How Great Companies Get Their Mojo from Maslow
Chip Conley - 2007
For relief and inspiration, Conley, the CEO and founder of Joie de Vivre Hospitality, turned to psychologist Abraham Maslow's iconic Hierarchy of Needs. This book explores how Conley's company "the second largest boutique hotelier in the world" overcame the storm that hit the travel industry by applying Maslow's theory to what Conley identifies as the key Relationship Truths in business with Employees, Customers and Investors. Part memoir, part theory, and part application, the book tells of Joie de Vivre's remarkable transformation while providing real world examples from other companies and showing how readers can bring about similar changes in their work and personal lives. Conley explains how to understand the motivations of employees, customers, bosses, and investors, and use that understanding to foster better relationships and build an enduring and profitable corporate culture.
Machine Learning with R
Brett Lantz - 2014
This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks.Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required.
Start with No: The Negotiating Tools That the Pros Don't Want You to Know
Jim Camp - 2002
Think a win-win solution is the best way to make the deal? Think again.For years now, win-win has been the paradigm for business negotiation. But today, win-win is just the seductive mantra used by the toughest negotiators to get the other side to compromise unnecessarily, early, and often. Win-win negotiations play to your emotions and take advantage of your instinct and desire to make the deal. Start with No introduces a system of decision-based negotiation that teaches you how to understand and control these emotions. It teaches you how to ignore the siren call of the final result, which you can't really control, and how to focus instead on the activities and behavior that you can and must control in order to successfully negotiate with the pros.The best negotiators: * aren't interested in "yes"--they prefer "no" * never, ever rush to close, but always let the other side feel comfortable and secure * are never needy; they take advantage of the other party's neediness * create a "blank slate" to ensure they ask questions and listen to the answers, to make sure they have no assumptions and expectations * always have a mission and purpose that guides their decisions * don't send so much as an e-mail without an agenda for what they want to accomplish * know the four "budgets" for themselves and for the other side: time, energy, money, and emotion * never waste time with people who don't really make the decisionStart with No is full of dozens of business as well as personal stories illustrating each point of the system. It will change your life as a negotiator. If you put to good use the principles and practices revealed here, you will become an immeasurably better negotiator.
Data Mining: Practical Machine Learning Tools and Techniques
Ian H. Witten - 1999
This highly anticipated fourth edition of the most ...Download Link : readmeaway.com/download?i=0128042915 0128042915 Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) PDF by Ian H. WittenRead Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) PDF from Morgan Kaufmann,Ian H. WittenDownload Ian H. Witten's PDF E-book Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)
The Unicorn Project
Gene Kim - 2019
In The Phoenix Project, Bill, an IT manager at Parts Unlimited, is tasked with a project critical to the future of the business, code named Phoenix Project. But the project is massively over budget and behind schedule. The CEO demands Bill fix the mess in ninety days or else Bill's entire department will be outsourced. In The Unicorn Project, we follow Maxine, a senior lead developer and architect, as she is exiled to the Phoenix Project, to the horror of her friends and colleagues, as punishment for contributing to a payroll outage. She tries to survive in what feels like a heartless and uncaring bureaucracy and to work within a system where no one can get anything done without endless committees, paperwork, and approvals. One day, she is approached by a ragtag bunch of misfits who say they want to overthrow the existing order, to liberate developers, to bring joy back to technology work, and to enable the business to win in a time of digital disruption. To her surprise, she finds herself drawn ever further into this movement, eventually becoming one of the leaders of the Rebellion, which puts her in the crosshairs of some familiar and very dangerous enemies. The Age of Software is here, and another mass extinction event looms--this is a story about "red shirt" developers and business leaders working together, racing against time to innovate, survive, and thrive in a time of unprecedented uncertainty...and opportunity.
Brag!: The Art of Tooting Your Own Horn without Blowing It
Peggy Klaus - 2003
The renowned communication expert's subtle but effective plan for selling your best asset - yourself - without turning off those you're trying to impress.
High Growth Handbook
Elad Gil - 2018
Across all of these break-out companies, a set of common patterns has evolved into a repeatable playbook that Gil has codified in High Growth Handbook. Covering key topics including the role of the CEO, managing your board, recruiting and managing an executive team, M&A, IPOs and late stage funding rounds, and interspersed with over a dozen interviews with some of the biggest names in Silicon Valley including Reid Hoffman (LinkedIn), Marc Andreessen (Andreessen Horowitz), and Aaron Levie (Box), High Growth Handbook presents crystal clear guidance for navigating the most complex challenges that confront leaders and operators in high-growth startups. In what Reid Hoffman, cofounder of LinkedIn and co-author of the #1 NYT bestsellers The Alliance and The Startup of You calls "a trenchant guide," High Growth Handbook is the playbook for turning a startup into a unicorn. "Elad Gil is one of Silicon Valley's seriously knowledgeable and battle-tested players. If you want the chance to turn your startup into the next Google or Twitter, then read this trenchant guide from someone who played key roles in the growth of these companies." - Reid Hoffman, co-founder of LinkedIn, co-author of the #1 NYT bestsellers "The Alliance" and "The Startup of You," and host of the podcast Masters of Scale "Elad eschews trite management aphorisms in favor of pragmatic and straight-shooting insights on complex topics like managing a board of directors, executing functional re-organizations with as little trauma as possible, and everything in-between." - Dick Costolo, former CEO of Twitter and serial entrepreneur "Elad first invested in Airbnb when we were less than 10 people and provided early advice on scaling the company. This book shares these learnings for the next generation of entrepreneurs." - Nathan Blecharczyk, cofounder of Airbnb, Chief Strategy Officer, and Chairman of Airbnb China "Elad jam-packs every useful lesson about building and scaling companies into a single, digestible book. My only gripe is that he didn't write this when we were in the early days of Box as it would have saved my ass countless times." -Aaron Levie, cofounder and CEO of Box "Armed with observations gathered scaling some of the most successful and important companies of Silicon Valley, Elad has no-nonsense, highly applicable advice to any operator transitioning a company from the proverbial garage to the next stage and beyond." - Max Levchin, cofounder and CEO of Affirm, cofounder and CTO of PayPal "Elad is one of the most experienced operators in Silicon Valley having seen numerous companies hit their inflection point. His advice has been key for Coinbase as we go through hypergrowth, from hiring executives to improving M&A." - Brian Armstrong, cofounder and CEO of Coinbase"Elad is one of the best connected and respected early stage investors in the Valley - he invested in Minted when we had fewer than 50 employees and his advice was critical to us in growing our business to where we are now, in the low hundreds of millions in sales. In his book, he crystallizes all of these learnings for the next generation of companies."-Mariam Naficy, cofounder and CEO of Minted
Die Empty: Unleash Your Best Work Every Day
Todd Henry - 2013
But sooner or later all of our tomorrows will run out. Each day that you postpone the hard work and succumb to the clutter that chokes creativity, discipline, and innovation will result in a net deficit to the world, to your company, and to yourself. Die Empty is a tool for individuals and companies that aren't willing to put off their best work. Todd Henry explains the forces that keep people in stagnation and introduces a three-part process for tapping into your passion: Excavate: Find the bedrock of your work to discover what drives you. Cultivate: Learn how to develop the curiosity, humility, and persistence that save you from getting stuck in ruts. Resonate: Learn how your unique brilliance can inspire others. Henry shows how to find and sustain your passion and curiosity, even in tough times.
Your Next Five Moves: Master the Art of Business Strategy
Patrick Bet-David - 2020
In this book, Patrick Bet-David “helps entrepreneurs understand exactly what they need to do next” (Brian Tracy, author of Eat That Frog!) by translating this skill into a valuable methodology. Whether you feel like you’ve hit a wall, lost your fire, or are looking for innovative strategies to take your business to the next level, Your Next Five Moves has the answers. You will gain: CLARITY on what you want and who you want to be. STRATEGY to help you reason in the war room and the board room. GROWTH TACTICS for good times and bad. SKILLS for building the right team based on strong values. INSIGHT on power plays and the art of applying leverage. Combining these principles and revelations drawn from Patrick’s own rise to successful CEO, Your Next Five Moves is a must-read for any serious executive, strategist, or entrepreneur.
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.
Social Physics: How Good Ideas Spread— The Lessons from a New Science
Alex Pentland - 2014
Over years of groundbreaking experiments, he has distilled remarkable discoveries significant enough to become the bedrock of a whole new scientific field: social physics. Humans have more in common with bees than we like to admit: We’re social creatures first and foremost. Our most important habits of action—and most basic notions of common sense—are wired into us through our coordination in social groups. Social physics is about idea flow, the way human social networks spread ideas and transform those ideas into behaviors. Thanks to the millions of digital bread crumbs people leave behind via smartphones, GPS devices, and the Internet, the amount of new information we have about human activity is truly profound. Until now, sociologists have depended on limited data sets and surveys that tell us how people say they think and behave, rather than what they actually do. As a result, we’ve been stuck with the same stale social structures—classes, markets—and a focus on individual actors, data snapshots, and steady states. Pentland shows that, in fact, humans respond much more powerfully to social incentives that involve rewarding others and strengthening the ties that bind than incentives that involve only their own economic self-interest. Pentland and his teams have found that they can study patterns of information exchange in a social network without any knowledge of the actual content of the information and predict with stunning accuracy how productive and effective that network is, whether it’s a business or an entire city. We can maximize a group’s collective intelligence to improve performance and use social incentives to create new organizations and guide them through disruptive change in a way that maximizes the good. At every level of interaction, from small groups to large cities, social networks can be tuned to increase exploration and engagement, thus vastly improving idea flow. Social Physics will change the way we think about how we learn and how our social groups work—and can be made to work better, at every level of society. Pentland leads readers to the edge of the most important revolution in the study of social behavior in a generation, an entirely new way to look at life itself.
The Presentation Secrets of Steve Jobs
Carmine Gallo - 2009
Communications expert Carmine Gallo has studied and analyzed the very best of Jobs's performances, offering point-by-point examples, tried-and-true techniques, and proven presentation secrets in 18 "scenes," including:Develop a messianic sense of purposeReveal the Conquering heroChannel your inner ZenStage your presentation with propsMake it look effortlessWith this revolutionary approach, you'll be surprised at how easy it is to sell your ideas, share your enthusiasm, and wow your audience the Steve Jobs way."No other leader captures an audience like Steve Jobs does and, like no other book, The Presentation Secrets of Steve Jobs captures the formula Steve uses to enthrall audiences."--Rob Enderle, The Enderle Group"Now you can learn from the best there is--both Jobs and Gallo. No matter whether you are a novice presenter or a professional speaker like me, you will read and reread this book with the same enthusiasm that people bring to their iPods."--David Meerman Scott, bestselling author of The New Rules of Marketing & PR and World Wide Rave
Creative Selection: Inside Apple's Design Process During the Golden Age of Steve Jobs
Ken Kocienda - 2018
Creative Selection recounts the life of one of the few who worked behind the scenes, a highly-respected software engineer who worked in the final years the Steve Jobs era--the Golden Age of Apple.Ken Kocienda offers an inside look at Apple's creative process. For fifteen years, he was on the ground floor of the company as a specialist, directly responsible for experimenting with novel user interface concepts and writing powerful, easy-to-use software for products including the iPhone, the iPad, and the Safari web browser. His stories explain the symbiotic relationship between software and product development for those who have never dreamed of programming a computer, and reveal what it was like to work on the cutting edge of technology at one of the world's most admired companies.Kocienda shares moments of struggle and success, crisis and collaboration, illuminating each with lessons learned over his Apple career. He introduces the essential elements of innovation--inspiration, collaboration, craft, diligence, decisiveness, taste, and empathy--and uses these as a lens through which to understand productive work culture.An insider's tale of creativity and innovation at Apple, Creative Selection shows readers how a small group of people developed an evolutionary design model, and how they used this methodology to make groundbreaking and intuitive software which countless millions use every day.
The McKinsey Way
Ethan M. Rasiel - 1999
--Julie Bick, best-selling author of ALL I REALLY NEED TO KNOW IN BUSINESS I LEARNED AT MICROSOFT. Enlivened by witty anecdotes, THE MCKINSEY WAY contains valuable lessons on widely diverse topics such as marketing, interviewing, team-building, and brainstorming. --Paul H. Zipkin, Vice-Dean, The Fuqua School of BusinessIt's been called a breeding ground for gurus. McKinsey & Company is the gold-standard consulting firm whose alumni include titans such as In Search of Excellence author Tom Peters, Harvey Golub of American Express, and Japan's Kenichi Ohmae.When Fortune 100 corporations are stymied, it's the McKinsey-ites whom they call for help. In THE MCKINSEY WAY, former McKinsey associate Ethan Rasiel lifts the veil to show you how the secretive McKinsey works its magic, and helps you emulate the firm's well-honed practices in problem solving, communication, and management.He shows you how McKinsey-ites think about business problems and how they work at solving them, explaining the way McKinsey approaches every aspect of a task: How McKinsey recruits and molds its elite consultants; How to sell without selling; How to use facts, not fear them; Techniques to jump-start research and make brainstorming more productive; How to build and keep a team at the top its game; Powerful presentation methods, including the famous waterfall chart, rarely seen outside McKinsey; How to get ultimate buy-in to your findings; Survival tips for working in high-pressure organizations.Both a behind-the-scenes look at one of the most admired and secretive companies in the business world and a toolkit of problem-solving techniques without peer, THE MCKINSEY WAY is fascinating reading that empowers every business decision maker to become a better strategic player in any organization.