Book picks similar to
Lean Analytics: Use Data to Build a Better Startup Faster by Alistair Croll
business
product-management
product
non-fiction
Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die
Eric Siegel - 2013
Rather than a "how to" for hands-on techies, the book entices lay-readers and experts alike by covering new case studies and the latest state-of-the-art techniques.You have been predicted — by companies, governments, law enforcement, hospitals, and universities. Their computers say, "I knew you were going to do that!" These institutions are seizing upon the power to predict whether you're going to click, buy, lie, or die.Why? For good reason: predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime fighting, and boosts sales.How? Prediction is powered by the world's most potent, booming unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn.Predictive analytics unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future — lifting a bit of the fog off our hazy view of tomorrow — means pay dirt.In this rich, entertaining primer, former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: -What type of mortgage risk Chase Bank predicted before the recession. -Predicting which people will drop out of school, cancel a subscription, or get divorced before they are even aware of it themselves. -Why early retirement decreases life expectancy and vegetarians miss fewer flights. -Five reasons why organizations predict death, including one health insurance company. -How U.S. Bank, European wireless carrier Telenor, and Obama's 2012 campaign calculated the way to most strongly influence each individual. -How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! -How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. -How judges and parole boards rely on crime-predicting computers to decide who stays in prison and who goes free. -What's predicted by the BBC, Citibank, ConEd, Facebook, Ford, Google, IBM, the IRS, Match.com, MTV, Netflix, Pandora, PayPal, Pfizer, and Wikipedia. A truly omnipresent science, predictive analytics affects everyone, every day. Although largely unseen, it drives millions of decisions, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate.Predictive analytics transcends human perception. This book's final chapter answers the riddle: What often happens to you that cannot be witnessed, and that you can't even be sure has happened afterward — but that can be predicted in advance?Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.
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.
Coaching Agile Teams: A Companion for ScrumMasters, Agile Coaches, and Project Managers in Transition
Lyssa Adkins - 2010
More and more frequently, ScrumMasters and project managers are being asked to coach agile teams. But it's a challenging role. It requires new skills--as well as a subtle understanding of when to step in and when to step back. Migrating from "command and control" to agile coaching requires a whole new mind-set. In
Coaching Agile Teams,
Lyssa Adkins gives agile coaches the insights they need to adopt this new mind-set and to guide teams to extraordinary performance in a re-energized work environment. You'll gain a deep view into the role of the agile coach, discover what works and what doesn't, and learn how to adapt powerful skills from many allied disciplines, including the fields of professional coaching and mentoring. Coverage includes Understanding what it takes to be a great agile coach Mastering all of the agile coach's roles: teacher, mentor, problem solver, conflict navigator, and performance coach Creating an environment where self-organized, high-performance teams can emerge Coaching teams past cooperation and into full collaboration Evolving your leadership style as your team grows and changes Staying actively engaged without dominating your team and stunting its growth Recognizing failure, recovery, and success modes in your coaching Getting the most out of your own personal agile coaching journey Whether you're an agile coach, leader, trainer, mentor, facilitator, ScrumMaster, project manager, product owner, or team member, this book will help you become skilled at helping others become truly great. What could possibly be more rewarding?
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.
Thinking in Bets: Making Smarter Decisions When You Don't Have All the Facts
Annie Duke - 2018
The pass was intercepted and the Seahawks lost. Critics called it the dumbest play in history. But was the call really that bad? Or did Carroll actually make a great move that was ruined by bad luck?Even the best decision doesn't yield the best outcome every time. There's always an element of luck that you can't control, and there is always information that is hidden from view. So the key to long-term success (and avoiding worrying yourself to death) is to think in bets: How sure am I? What are the possible ways things could turn out? What decision has the highest odds of success? Did I land in the unlucky 10% on the strategy that works 90% of the time? Or is my success attributable to dumb luck rather than great decision making?Annie Duke, a former World Series of Poker champion turned business consultant, draws on examples from business, sports, politics, and (of course) poker to share tools anyone can use to embrace uncertainty and make better decisions. For most people, it's difficult to say "I'm not sure" in a world that values and, even, rewards the appearance of certainty. But professional poker players are comfortable with the fact that great decisions don't always lead to great outcomes and bad decisions don't always lead to bad outcomes.By shifting your thinking from a need for certainty to a goal of accurately assessing what you know and what you don't, you'll be less vulnerable to reactive emotions, knee-jerk biases, and destructive habits in your decision making. You'll become more confident, calm, compassionate and successful in the long run.
Give and Take: A Revolutionary Approach to Success
Adam M. Grant - 2013
But today, success is increasingly dependent on how we interact with others. It turns out that at work, most people operate as either takers, matchers, or givers. Whereas takers strive to get as much as possible from others and matchers aim to trade evenly, givers are the rare breed of people who contribute to others without expecting anything in return. Using his own pioneering research as Wharton's youngest tenured professor, Grant shows that these styles have a surprising impact on success. Although some givers get exploited and burn out, the rest achieve extraordinary results across a wide range of industries. Combining cutting-edge evidence with captivating stories, this landmark book shows how one of America's best networkers developed his connections, why the creative genius behind one of the most popular shows in television history toiled for years in anonymity, how a basketball executive responsible for multiple draft busts transformed his franchise into a winner, and how we could have anticipated Enron's demise four years before the company collapsed - without ever looking at a single number. Praised by bestselling authors such as Dan Pink, Tony Hsieh, Dan Ariely, Susan Cain, Dan Gilbert, Gretchen Rubin, Bob Sutton, David Allen, Robert Cialdini, and Seth Godin-as well as senior leaders from Google, McKinsey, Merck, Estee Lauder, Nike, and NASA - Give and Take highlights what effective networking, collaboration, influence, negotiation, and leadership skills have in common. This landmark book opens up an approach to success that has the power to transform not just individuals and groups, but entire organizations and communities.
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"
Naked Statistics: Stripping the Dread from the Data
Charles Wheelan - 2012
How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.
Resonate: Present Visual Stories that Transform Audiences
Nancy Duarte - 2010
So why then do so many audiences leave feeling like they've wasted their time? All too often, presentations don't resonate with the audience and move them to transformative action.Just as the author's first book helped presenters become visual communicators, Resonate helps you make a strong connection with your audience and lead them to purposeful action. The author's approach is simple: building a presentation today is a bit like writing a documentary. Using this approach, you'll convey your content with passion, persuasion, and impact.Author has a proven track record, including having created the slides in Al Gore's Oscar-winning An Inconvenient TruthFocuses on content development methodologies that are not only fundamental but will move people to action Upends the usual paradigm by making the audience the hero and the presenter the mentor Shows how to use story techniques of conflict and resolution Presentations don't have to be boring ordeals. You can make them fun, exciting, and full of meaning. Leave your audiences energized and ready to take action with Resonate.
Joel on Software
Joel Spolsky - 2004
For years, Joel Spolsky has done exactly this at www.joelonsoftware.com. Now, for the first time, you can own a collection of the most important essays from his site in one book, with exclusive commentary and new insights from joel.
Making It Right: Product Management For A Startup World
Rian van der Merwe - 2014
It's not for the faint of heart. It's for people who want to move mountains. It swallows some whole, but others derive endless invigoration and passion from the pace and the impact and the glory and the huge potential for failure as well as success. There's no other job like it, and this is a book to help you make it your job. The role of a product manager goes by many different names - and if that's not reason enough to be confused, some companies define product manager completely differently from how it's understood elsewhere. We sometimes get stuck in our quest to define the damn thing, but in the case of product management, it's effort well spent, because it's quite the jungle out there.
The Design of Business: Why Design Thinking is the Next Competitive Advantage
Roger L. Martin - 2009
They yearn to come up with a game—changing innovation like Apple's iPod, or create an entirely new category like Facebook. Many make genuine efforts to be innovative—they spend on R&D, bring in creative designers, hire innovation consultants. But they get disappointing results.Why? In The Design of Business, Roger Martin offers a compelling and provocative answer: we rely far too exclusively on analytical thinking, which merely refines current knowledge, producing small improvements to the status quo.To innovate and win, companies need design thinking. This form of thinking is rooted in how knowledge advances from one stage to another—from mystery (something we can't explain) to heuristic (a rule of thumb that guides us toward solution) to algorithm (a predictable formula for producing an answer) to code (when the formula becomes so predictable it can be fully automated). As knowledge advances across the stages, productivity grows and costs drop-creating massive value for companies.Martin shows how leading companies such as Procter & Gamble, Cirque du Soleil, RIM, and others use design thinking to push knowledge through the stages in ways that produce breakthrough innovations and competitive advantage.Filled with deep insights and fresh perspectives, The Design of Business reveals the true foundation of successful, profitable innovation.
The Secrets of Consulting: A Guide to Giving and Getting Advice Successfully
Gerald M. Weinberg - 1985
Weinberg shows you exactly how to become a more effective consultant. He reveals specific techniques and strategies that really work.Through the use of vividly memorable rules, laws, and principles -- such as The Law of Raspberry Jam, The Potato Chip Principle, and Lessons from the Farm -- the author shows you how to-- price and market your services-- avoid traps and find alternative approaches-- keep ahead of your clients-- create a special "consultant's survival kit"-- trade improvement for perfection-- negotiate in difficult situations-- measure your effectiveness-- be yourselfYou will also find straightforward advice on marketing your services, including how to-- find clients-- get needed exposure-- set just-right fees-- gain trustThe Secrets of Consulting -- techniques, strategies, and first-hand experiences -- all that you'll need to set up, run, and be successful at your own consulting business.
The Coaching Habit: Say Less, Ask More & Change the Way You Lead Forever
Michael Bungay Stanier - 2016
Drawing on years of experience training more than 10,000 busy managers from around the globe in practical, everyday coaching skills, Bungay Stanier reveals how to unlock your peoples' potential. He unpacks seven essential coaching questions to demonstrate how--by saying less and asking more--you can develop coaching methods that produce great results. – Get straight to the point in any conversation with The Kickstart Question – Stay on track during any interaction with The Awe Question – Save hours of time for yourself with The Lazy Question – and hours of time for others with The Strategic Question – Get to the heart of any interpersonal or external challenge with The Focus Question – and The Foundation Question – Ensure others find your coaching as beneficial as you do with The Learning Question A fresh innovative take on the traditional how-to manual, the book combines insider information with research based in neuroscience and behavioural economics, together with interactive training tools to turn practical advice into practiced habits. Witty and conversational, The Coaching Habit takes your work--and your workplace--from good to great. "Coaching is an art and it's far easier said than done. It takes courage to ask a question rather than offer up advice, provide and answer, or unleash a solution. giving another person the opportunity to find their own way, make their own mistakes, and create their own wisdom is both brave and vulnerable. In this practical and inspiring book, Michael shares seven transformative questions that can make a difference in how we lead and support. And he guides us through the tricky part - how to take this new information and turn it into habits and a daily practice. --Brené Brown, author of Rising Strong and Daring Greatly
Explosive Growth: A Few Things I Learned While Growing To 100 Million Users - And Losing $78 Million
Cliff Lerner - 2017
It holds nothing back while detailing the highest highs and lowest lows of what it's really like to run a startup. Cliff Lerner's online dating startup, Snap Interactive, was running out of money when he bet the company's fortunes on a then-unknown platform called Facebook. The app suddenly began to acquire 100,000 new users daily for free, and soon after the stock price skyrocketed 2,000 percent, setting off an extraordinary chain of events filled with sudden success and painful lessons.You will learn how to: * IGNITE EXPLOSIVE GROWTH by creating a remarkable product * Identify the ONLY 3 METRICS THAT MATTER * Explore valuable VIRAL GROWTH strategies to grow rapidly * Execute the GENIUS MEDIA HACKS that helped us acquire 100 million users * Create a thriving culture of PASSIONATE EMPLOYEES and CONSTANT INNOVATIONPRAISE:"A must read for founders and CEOs who want to achieve rapid growth while also building a great product and company." -Payal Kadakia, Founder & Executive Chairman of ClassPass"Explosive Growth is without question one of the most useful and entertaining business books I have ever read. Cliff gives you a roadmap to massively grow your startup with specific tactical lessons made memorable through engaging stories. This book is a must-read." -David Perry, Digital Sales & Business Development Expert at Google, Adobe, Amazon, Startup Advisor"Want to know how to grow your startup to 100 million users? Then this is the book for you. Explosive Growth gives step-by-step instructions, case studies and proven tactics on how to explode your growth." -Entrepreneur Magazine by Syed Balkhi"Lessons for startups and CEOs on growth hacking, marketing, and innovation from one of the smartest founders I know." -Andrew Weinreich, Inventor of Social Networking