Book picks similar to
Making Money out of Data: The art and science of Analytics by Shailendra Kumar
tech
analytics-data
business
data-science
Algorithms to Live By: The Computer Science of Human Decisions
Brian Christian - 2016
What should we do, or leave undone, in a day or a lifetime? How much messiness should we accept? What balance of new activities and familiar favorites is the most fulfilling? These may seem like uniquely human quandaries, but they are not: computers, too, face the same constraints, so computer scientists have been grappling with their version of such issues for decades. And the solutions they've found have much to teach us.In a dazzlingly interdisciplinary work, acclaimed author Brian Christian and cognitive scientist Tom Griffiths show how the algorithms used by computers can also untangle very human questions. They explain how to have better hunches and when to leave things to chance, how to deal with overwhelming choices and how best to connect with others. From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.
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.
Killing Fairfax: Packer, Murdoch and the Ultimate Revenge
Pamela Williams - 2013
Strategic Human Resource Management
Jeffrey A. Mello - 2001
This text is organized into two sections. The first section, Chapters 1-7, examines the context of strategic HR and develops a framework and conceptual model for the practice of strategic HR. The second section, Chapters 8-14, examines the actual practice and implementation of strategic HR through a discussion of strategic issues that need to be addressed while developing specific programs and policies related to the traditional functional areas of HR (staffing, training, performance management, etc.). The integrative framework that requires linkage between, consistency among these functional HR activities, and the approach toward writing about these traditional functional areas from a strategic perspective distinguish the text from what is currently on the market.
How to Win at the Sport of Business: If I Can Do It, You Can Do It
Mark Cuban - 2011
Using the greatest material from his popular Blog Maverick, he has collected and updated his postings on business and life to provide a catalog of insider knowledge on what it takes to become a thriving entrepreneur. Cuban tells his own rags-to-riches story of how he went from selling powdered milk and sleeping on friends' couches to owning his own company and becoming a multi-billion dollar success story. His unconventional yet highly effective ideas on how to build a successful business offer entrepreneurs at any stage of their careers a huge edge over their competitors.
The Power of Experiments: Decision Making in a Data-Driven World
Michael Luca - 2020
Once an esoteric tool for academic research, the randomized controlled trial has gone mainstream. No tech company worth its salt (or its share price) would dare make major changes to its platform without first running experiments to understand how they would influence user behavior. In this book, Michael Luca and Max Bazerman explain the importance of experiments for decision making in a data-driven world.Luca and Bazerman describe the central role experiments play in the tech sector, drawing lessons and best practices from the experiences of such companies as StubHub, Alibaba, and Uber. Successful experiments can save companies money--eBay, for example, discovered how to cut $50 million from its yearly advertising budget--or bring to light something previously ignored, as when Airbnb was forced to confront rampant discrimination by its hosts. Moving beyond tech, Luca and Bazerman consider experimenting for the social good--different ways that govenments are using experiments to influence or "nudge" behavior ranging from voter apathy to school absenteeism. Experiments, they argue, are part of any leader's toolkit. With this book, readers can become part of "the experimental revolution."
Angel: How to Invest in Technology Startups—Timeless Advice from an Angel Investor Who Turned $100,000 into $100,000,000
Jason Calacanis - 2017
Now, in this enlightening guide that is sure to become the bible for twenty-first century investors, Calacanis takes potential angels step-by-step through his proven method of creating massive wealth: startups.As Calacanis makes clear, you can get rich—even if you came from humble beginnings (his dad was a bartender, his mom a nurse), didn’t go to the right schools, and weren’t a top student. The trick is learning how angel investors think. Calacanis takes you inside the minds of these successful moneymen, helping you understand how they prioritize and make the decisions that have resulted in phenomenal profits. He guides you step by step through the process, revealing how leading investors evaluate new ventures, calculating the risks and rewards, and explains how the best startups leverage relationships with angel investors for the best results.Whether you’re an aspiring investor or a budding entrepreneur, Angel will inspire and educate you on all the ins of outs. Buckle up for a wild ride into the world of angel investing!
Bold: How to Go Big, Create Wealth and Impact the World
Peter H. Diamandis - 2015
Part One focuses on the exponential technologies that are disrupting today’s Fortune 500 companies and enabling upstart entrepreneurs to go from "I’ve got an idea" to "I run a billion-dollar company" far faster than ever before. The authors provide exceptional insight into the power of 3D printing, artificial intelligence, robotics, networks and sensors, and synthetic biology. Part Two of the book focuses on the Psychology of Bold, drawing on insights from billionaire entrepreneurs Larry Page, Elon Musk, Richard Branson, and Jeff Bezos. In addition, Diamandis reveals his entrepreneurial secrets garnered from building fifteen companies, including such audacious ventures as Singularity University, XPRIZE, Planetary Resources, and Human Longevity, Inc. Finally, Bold closes with a look at the best practices that allow anyone to leverage today’s hyper-connected crowd like never before. Here, the authors teach how to design and use incentive competitions, launch million-dollar crowdfunding campaigns to tap into ten’s of billions of dollars of capital, and finally how to build communities—armies of exponentially enabled individuals willing and able to help today’s entrepreneurs make their boldest dreams come true.Bold is both a manifesto and a manual. It is today’s exponential entrepreneur’s go-to resource on the use of emerging technologies, thinking at scale, and the awesome power of crowd-powered tools.
Payments Systems in the U.S.: A Guide for the Payments Professional
Carol Coye Benson - 2010
In clear and lively writing, the authors explain how the payments systems work, how they evolved, who uses them, who provides them, who profits from them, and how they are changing. Anyone in the payments industry – or needing to use payments products – can benefit from understanding this. The third edition updates information about each system, adds a chapter on payments innovation, and includes a glossary of industry terminology.
Scoring Points: How Tesco Continues to Win Customer Loyalty
Clive Humby - 2003
Authors Clive Humby and Terry Hunt, two key members of the project, and Tim Phillips, a leading business writer and broadcaster, bring a compelling, behind-the-scenes account of Clubcard -- the successes, failures and lessons learned. They show how Tesco made customer loyalty marketing work, even when almost every other loyalty program failed, thanks to vision, a strong team ethic and a company-wide commitment to customer satisfaction. It includes three new chapters, including an examination of the US retail market and the authors' work with both Tesco and Kroger.
Commercial Bank Management
Peter S. Rose - 1991
This work is designed to help students understand the field of banking from the perspective of both a bank customer as well as a bank manager. It provides a description of the banking industry.
Machine, Platform, Crowd: Harnessing Our Digital Future
Andrew McAfee - 2017
Now they’ve written a guide to help readers make the most of our collective future. Machine | Platform | Crowd outlines the opportunities and challenges inherent in the science fiction technologies that have come to life in recent years, like self-driving cars and 3D printers, online platforms for renting outfits and scheduling workouts, or crowd-sourced medical research and financial instruments.
Human + Machine: Reimagining Work in the Age of AI
Paul R. Daugherty - 2018
Are you ready?
Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on?In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization--whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly--or to completely reimagine them. AI is changing all the rules of how companies operate.Based on the authors' experience and research with 1,500 organizations, the book reveals how companies are using the new rules of AI to leap ahead on innovation and profitability, as well as what you can do to achieve similar results. It describes six entirely new types of hybrid human + machine roles that every company must develop, and it includes a "leader’s guide" with the five crucial principles required to become an AI-fueled business.Human + Machine provides the missing and much-needed management playbook for success in our new age of AI.
The Real-Life MBA
Jack Welch;Suzy Welch - 2016
Over the same time frame Jack has advised more than seventy-five companies through private equity and dozens more in a senior advisory role at IAC. Now Jack and Suzy Welch draw on their experiences to address the biggest problems facing modern management and offer pragmatic solutions to overcome them.Going beyond theories concepts and ideologies they tackle the real stuff of work today. When you get down to it they argue winning in business is all about mastering the gritty inescapable make-or-break real-life dilemmas that define the new economy the old economy and everything in between.Work is a grind. We just got whacked. My boss is driving me nuts. I m stuck in career purgatory. My team has lost its mojo. IT is holding us hostage. Our strategy is outdated the day we launch it. We don t know what our Chinese partners are talking about. We re just not growing. These are some of the day-to-day issues the Welches take on. Coupled with Jack s years of iconic leadership and Suzy s insights as former editor of the Harvard Business Review their new database of knowledge infuses The Real Life MBA with fresh relevant stories and equally powerful solutions that every manager at any level can
Economics of Small Things
Sudipta Sarangi - 2020
The book studies the development of familiar cultural practices from India and around the world and links the regular to the esoteric and explains everything from Game Theory to the Cobra Effect without depending on graphs or equations-a modern-day miracle!Through disarmingly simple prose, the book demystifies economic theories, offers delightful insights, and provides nuance without jargon. Each chapter of this book will give you the tools to meaningfully engage with a subject that has long been considered alienating but is unavoidable in its relevance.