Book picks similar to
The Power of Experiments: Decision Making in a Data-Driven World by Michael Luca
business
non-fiction
behavioral-science
science
The Passionate Programmer
Chad Fowler - 2009
In this book, you'll learn how to become an entrepreneur, driving your career in the direction of your choosing. You'll learn how to build your software development career step by step, following the same path that you would follow if you were building, marketing, and selling a product. After all, your skills themselves are a product. The choices you make about which technologies to focus on and which business domains to master have at least as much impact on your success as your technical knowledge itself--don't let those choices be accidental. We'll walk through all aspects of the decision-making process, so you can ensure that you're investing your time and energy in the right areas. You'll develop a structured plan for keeping your mind engaged and your skills fresh. You'll learn how to assess your skills in terms of where they fit on the value chain, driving you away from commodity skills and toward those that are in high demand. Through a mix of high-level, thought-provoking essays and tactical "Act on It" sections, you will come away with concrete plans you can put into action immediately. You'll also get a chance to read the perspectives of several highly successful members of our industry from a variety of career paths. As with any product or service, if nobody knows what you're selling, nobody will buy. We'll walk through the often-neglected world of marketing, and you'll create a plan to market yourself both inside your company and to the industry in general. Above all, you'll see how you can set the direction of your career, leading to a more fulfilling and remarkable professional life.
Measure What Matters
John E. Doerr - 2017
With a foreword by Larry Page, and contributions from Bono and Bill Gates.
Measure What Matters is about using Objectives and Key Results (OKRs), a revolutionary approach to goal-setting, to make tough choices in business. In 1999, legendary venture capitalist John Doerr invested nearly $12 million in a startup that had amazing technology, entrepreneurial energy and sky-high ambitions, but no real business plan. Doerr introduced the founders to OKRs and with them at the foundation of their management, the startup grew from forty employees to more than 70,000 with a market cap exceeding $600 billion. The startup was Google. Since then Doerr has introduced OKRs to more than fifty companies, helping tech giants and charities exceed all expectations. In the OKR model objectives define what we seek to achieve and key results are how those top priority goals will be attained. OKRs focus effort, foster coordination and enhance workplace satisfaction. They surface an organization's most important work as everyone's goals from entry-level to CEO are transparent to the entire institution. In Measure What Matters, Doerr shares a broad range of first-person, behind-the-scenes case studies, with narrators including Bono and Bill Gates, to demonstrate the focus, agility, and explosive growth that OKRs have spurred at so many great organizations. This book will show you how to collect timely, relevant data to track progress - to measure what matters. It will help any organization or team aim high, move fast, and excel.
Playing to Win: How Strategy Really Works
A.G. Lafley - 2013
But it is hard. It’s hard because it forces people and organizations to make specific choices about their future—something that doesn’t happen in most companies.Now two of today’s best-known business thinkers get to the heart of strategy—explaining what it’s for, how to think about it, why you need it, and how to get it done. And they use one of the most successful corporate turnarounds of the past century, which they achieved together, to prove their point.A.G. Lafley, former CEO of Procter & Gamble, in close partnership with strategic adviser Roger Martin, doubled P&G’s sales, quadrupled its profits, and increased its market value by more than $100 billion in just ten years. Now, drawn from their years of experience at P&G and the Rotman School of Management, where Martin is dean, this book shows how leaders in organizations of all sizes can guide everyday actions with larger strategic goals built around the clear, essential elements that determine business success—where to play and how to win.The result is a playbook for winning. Lafley and Martin have created a set of five essential strategic choices that, when addressed in an integrated way, will move you ahead of your competitors. They are:• What is our winning aspiration?• Where will we play?• How will we win?• What capabilities must we have in place to win?• What management systems are required to support our choices?The stories of how P&G repeatedly won by applying this method to iconic brands such as Olay, Bounty, Gillette, Swiffer, and Febreze clearly illustrate how deciding on a strategic approach—and then making the right choices to support it—makes the difference between just playing the game and actually winning.
Actionable Gamification: Beyond Points, Badges, and Leaderboards
Yu-kai Chou - 2015
Within the industry, studies on game mechanics and behavioral psychology have become proliferate. However, few people understand how to merge the two fields into experience designs that reliably increases business metrics and generates a return on investment. Gamification Pioneer Yu-kai Chou takes reader on a journey to learn his twelve years of obsessive research in creating the Octalysis Framework, and how to apply the framework to create engaging and successful experiences in their product, workplace, marketing, and personal lives. Effective gamification is a combination of game design, game dynamics, behavioral economics, motivational psychology, UX/UI (User Experience and User Interface), neurobiology, technology platforms, as well as ROI-driving business implementations. This book explores the interplay between these disciplines to capture the core principles that contribute to good gamification design. The goal for this book is to become a strategy guide to help readers master the games that truly make a difference in their lives. Readers who absorb the contents of this book will have literally obtained what many companies pay tens of thousands of dollars to acquire. The ultimate aim is to enable the widespread adoption of good gamification and human-focused design in all types of industries.
Testing Business Ideas
David J. Bland - 2019
Testing Business Ideas aims to reverse that statistic. In the tradition of Alex Osterwalder's global bestseller Business Model Generation, this practical guide contains a library of hands-on techniques for rapidly testing new business ideas.Testing Business Ideas explains how systematically testing business ideas dramatically reduces the risk and increases the likelihood of success for any new venture or business project. It builds on the internationally popular Business Model Canvas and Value Proposition Canvas by integrating Assumptions Mapping and other powerful lean startup-style experiments.Testing Business Ideas uses an engaging 4-color format to:Increase the success of any venture and decrease the risk of wasting time, money, and resources on bad ideas Close the knowledge gap between strategy and experimentation/validation Identify and test your key business assumptions with the Business Model Canvas and Value Proposition Canvas A definitive field guide to business model testing, this book features practical tips for making major decisions that are not based on intuition and guesses. Testing Business Ideas shows leaders how to encourage an experimentation mindset within their organization and make experimentation a continuous, repeatable process.
The Best Place to Work: The Art and Science of Creating an Extraordinary Workplace
Ron Friedman - 2014
uses the latest research from the fields of motivation, creativity, behavioral economics, neuroscience, and management to reveal what really makes us successful at work. Combining powerful stories with cutting edge findings, Friedman shows leaders at every level how they can use scientifically-proven techniques to promote smarter thinking, greater innovation, and stronger performance. Among the many surprising insights, Friedman explains how learning to think like a hostage negotiator can help you diffuse a workplace argument, why placing a fish bowl near your desk can elevate your thinking, and how incorporating strategic distractions into your schedule can help you reach smarter decisions. Along the way, the book introduces the inventor who created the cubicle, the president who brought down the world’s most dangerous criminal, and the teenager who single-handedly transformed professional tennis—vivid stories that offer unexpected revelations on achieving workplace excellence. Brimming with counterintuitive insights and actionable recommendations,
The Best Place to Work
offers employees and executives alike game-changing advice for working smarter and turning any organization—regardless of its size, budgets, or ambitions—into an extraordinary workplace.
A Guide to the Project Management Body of Knowledge (PMBOK® Guide)
Project Management Institute - 1995
This internationally recognized standard provides the essential tools to practice project management and deliver organizational results.
How to Change: The Science of Getting from Where You Are to Where You Want to Be
Katy Milkman - 2021
In this ground-breaking book, Milkman reveals a proven path that can take you from where you are to where you want to be, with a foreword from psychologist Angela Duckworth, the best-selling author of Grit.Change comes most readily when you understand what's standing between you and success and tailor your solution to that roadblock. If you want to work out more but find exercise difficult and boring, downloading a goal-setting app probably won't help. But what if, instead, you transformed your workouts so they became a source of pleasure instead of a chore? Turning an uphill battle into a downhill one is the key to success.Drawing on Milkman's original research and the work of her world-renowned scientific collaborators, How to Change shares strategic methods for identifying and overcoming common barriers to change, such as impulsivity, procrastination, and forgetfulness. Through case studies and engaging stories, you'll learn:- Why timing can be everything when it comes to making a change - How to turn temptation and inertia into assets - That giving advice, even if it's about something you're struggling with, can help you achieve moreWhether you're a manager, coach, or teacher aiming to help others change for the better or are struggling to kick-start change yourself, How to Change offers an invaluable, science-based blueprint for achieving your goals, once and for all.
Visualize This: The FlowingData Guide to Design, Visualization, and Statistics
Nathan Yau - 2011
Wouldn't it be wonderful if we could actually visualize data in such a way that we could maximize its potential and tell a story in a clear, concise manner? Thanks to the creative genius of Nathan Yau, we can. With this full-color book, data visualization guru and author Nathan Yau uses step-by-step tutorials to show you how to visualize and tell stories with data. He explains how to gather, parse, and format data and then design high quality graphics that help you explore and present patterns, outliers, and relationships.Presents a unique approach to visualizing and telling stories with data, from a data visualization expert and the creator of flowingdata.com, Nathan Yau Offers step-by-step tutorials and practical design tips for creating statistical graphics, geographical maps, and information design to find meaning in the numbers Details tools that can be used to visualize data-native graphics for the Web, such as ActionScript, Flash libraries, PHP, and JavaScript and tools to design graphics for print, such as R and Illustrator Contains numerous examples and descriptions of patterns and outliers and explains how to show them Visualize This demonstrates how to explain data visually so that you can present your information in a way that is easy to understand and appealing.
Creating a Data-Driven Organization: Practical Advice from the Trenches
Carl Anderson - 2015
This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company, from analysts and management to the C-Suite and the board.Through interviews and examples from data scientists and analytics leaders in a variety of industries, author Carl Anderson explains the analytics value chain you need to adopt when building predictive business models—from data collection and analysis to the insights and leadership that drive concrete actions. You’ll learn what works and what doesn’t, and why creating a data-driven culture throughout your organization is essential.
Start from the bottom up: learn how to collect the right data the right way
Hire analysts with the right skills, and organize them into teams
Examine statistical and visualization tools, and fact-based story-telling methods
Collect and analyze data while respecting privacy and ethics
Understand how analysts and their managers can help spur a data-driven culture
Learn the importance of data leadership and C-level positions such as chief data officer and chief analytics officer
Information is Beautiful
David McCandless - 2001
We need a brand new way to take it all in. 'Information is Beautiful' transforms the ideas surrounding and swamping us into graphs and maps that anyone can follow at a single glance.
The Art of Statistics: How to Learn from Data
David Spiegelhalter - 2019
Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.
Hackers & Painters: Big Ideas from the Computer Age
Paul Graham - 2004
Who are these people, what motivates them, and why should you care?Consider these facts: Everything around us is turning into computers. Your typewriter is gone, replaced by a computer. Your phone has turned into a computer. So has your camera. Soon your TV will. Your car was not only designed on computers, but has more processing power in it than a room-sized mainframe did in 1970. Letters, encyclopedias, newspapers, and even your local store are being replaced by the Internet.Hackers & Painters: Big Ideas from the Computer Age, by Paul Graham, explains this world and the motivations of the people who occupy it. In clear, thoughtful prose that draws on illuminating historical examples, Graham takes readers on an unflinching exploration into what he calls “an intellectual Wild West.”The ideas discussed in this book will have a powerful and lasting impact on how we think, how we work, how we develop technology, and how we live. Topics include the importance of beauty in software design, how to make wealth, heresy and free speech, the programming language renaissance, the open-source movement, digital design, internet startups, and more.
Business Model Generation
Alexander Osterwalder - 2010
You will learn how to systematically understand, design, and implement a new business model or analyze and renovate an old one.2) Co-created by 470 strategy practitionersBusiness Model Generation practices what it preaches. Co-authored by 470 Business Model Canvas practitioners from 45 countries, the book was financed and produced independently of the traditional publishing industry. It features a tightly-integrated, visual, lie-flat design that enables immediate hands-on use.3) Designed for doersBusiness Model Generation is for those ready to abandon outmoded thinking and embrace new, innovative models of value creation: executives, consultants, entrepreneurs and leaders of all organizations.
The Design of Everyday Things
Donald A. Norman - 1988
It could forever change how you experience and interact with your physical surroundings, open your eyes to the perversity of bad design and the desirability of good design, and raise your expectations about how things should be designed.B & W photographs and illustrations throughout.