Book picks similar to
Analytics at Work: Smarter Decisions, Better Results by Thomas H. Davenport
business
analytics
data-science
work
Work Rules!: Insights from Inside Google That Will Transform How You Live and Lead
Laszlo Bock - 2015
"We spend more time working than doing anything else in life. It's not right that the experience of work should be so demotivating and dehumanizing." So says Laszlo Bock, head of People Operations at the company that transformed how the world interacts with knowledge. This insight is the heart of WORK RULES!, a compelling and surprisingly playful manifesto that offers lessons including:Take away managers' power over employeesLearn from your best employees-and your worstHire only people who are smarter than you are, no matter how long it takes to find themPay unfairly (it's more fair!)Don't trust your gut: Use data to predict and shape the futureDefault to open-be transparent and welcome feedbackIf you're comfortable with the amount of freedom you've given your employees, you haven't gone far enough. Drawing on the latest research in behavioral economics and a profound grasp of human psychology, WORK RULES! also provides teaching examples from a range of industries-including lauded companies that happen to be hideous places to work and little-known companies that achieve spectacular results by valuing and listening to their employees. Bock takes us inside one of history's most explosively successful businesses to reveal why Google is consistently rated one of the best places to work in the world, distilling 15 years of intensive worker R&D into principles that are easy to put into action, whether you're a team of one or a team of thousands. WORK RULES! shows how to strike a balance between creativity and structure, leading to success you can measure in quality of life as well as market share. Read it to build a better company from within rather than from above; read it to reawaken your joy in what you do.
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.
Read This Before Our Next Meeting
Al Pittampalli - 2011
Dread no longer: Read This Before Our Next Meeting not only explains what’s wrong with “the meeting,” and meeting culture, but suggests how to make meetings more effective, efficient, and worthy of attending. It assesses when it’s necessary to skip the meeting and get right to work. Al Pittampalli shares examples of transforming workplaces by revamping the purpose of the meeting and a company's meeting culture. This book belongs on the shelf of any employee, employer and company looking to revolutionize what it means to do "work" all day and how to do it. Simply put: Stop wasting time. Read This Before Our Next Meeting is the call to action you (or your boss) needs to create the company that does the meaningful work it was created to do.
The Four Steps to the Epiphany: Successful Strategies for Startups That Win
Steve Blank - 2003
Step-by-step strategy of how to successfully organize sales, marketing and business development for a new product or company. The book offers insight into what makes some startups successful and leaves others selling off their furniture. Packed with concrete examples, the book will leave you with new skills to organize sales, marketing and your business for success.
Beautiful Evidence
Edward R. Tufte - 2006
Beautiful Evidence is about how seeing turns into showing, how data and evidence turn into explanation. The book identifies excellent and effective methods for showing nearly every kind of information, suggests many new designs (including sparklines), and provides analytical tools for assessing the credibility of evidence presentations (which are seen from both sides: how to produce and how to consume presentations). For alert consumers of presentations, there are chapters on diagnosing evidence corruption and PowerPoint pitches. Beautiful Evidence concludes with two chapters that leave the world of pixel and paper flatland representations - and move onto seeing and thinking in space land, the real-land of three-space and time.
Crossing the Chasm: Marketing and Selling High-Tech Products to Mainstream Customers
Geoffrey A. Moore - 2006
Crossing the Chasm has become the bible for bringing cutting-edge products to progressively larger markets. This edition provides new insights into the realities of high-tech marketing, with special emphasis on the Internet. It's essential reading for anyone with a stake in the world's most exciting marketplace.
Blitzscaling: The Lightning-Fast Path to Building Massively Valuable Companies
Reid Hoffman - 2018
So what separates the startups that get disrupted and disappear from the ones who grow to become global giants?The secret is blitzscaling: a set of techniques for scaling up at a dizzying pace that blows competitors out of the water. The objective of Blitzscaling is not to go from zero to one, but from one to one billion -as quickly as possible.When growing at a breakneck pace, getting to next level requires very different strategies from those that got you to where you are today. In a book inspired by their popular class at Stanford Business School, Hoffman and Yeh reveal how to navigate the necessary shifts and weather the unique challenges that arise at each stage of a company's life cycle, such as: how to design business models for igniting and sustaining relentless growth; strategies for hiring and managing; how the role of the founder and company culture must evolve as the business matures, and more.Whether your business has ten employees or ten thousand, Blitzscaling is the essential playbook for winning in a world where speed is the only competitive advantage that matters.
Product Roadmaps Relaunched: How to Set Direction while Embracing Uncertainty
C. Todd Lombardo - 2017
In fact, this one document can steer an entire organization when it comes to delivering on company strategy.
This practical guide teaches you how to create an effective product roadmap, and demonstrates how to use the roadmap to align stakeholders and prioritize ideas and requests. With it, you’ll learn to communicate how your products will make your customers and organization successful.
Whether you're a product manager, product owner, business analyst, program manager, project manager, scrum master, lead developer, designer, development manager, entrepreneur, or business owner, this book will show you how to:
Articulate an inspiring vision and goals for your product
Prioritize ruthlessly and scientifically
Protect against pursuing seemingly good ideas without evaluation and prioritization
Ensure alignment with stakeholders
Inspire loyalty and over-delivery from your team
Get your sales team working with you instead of against you
Bring a user and buyer-centric approach to planning and decision-making
Anticipate opportunities and stay ahead of the game
Publish a comprehensive roadmap without overcommitting
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 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.
Ship It: Silicon Valley Product Managers Reveal All
Product School - 2018
Your engineers are fretting about the functionality. Your designers are in mutiny about specifications. Your business manager is screaming about the budget, and your sales team just wants to talk pricing. What do you do? The biggest challenge and most important responsibility of a Product Manager are to stay focused on the user. You are the advocate for the customer. You put their interest first, and ensure that the end result actually achieves what you set out to accomplish in the first place. Even the best Product Managers cannot do this through instinct alone. You’re not psychic. You need to gather data. You need to systematically understand your users. And you need to learn how to effectively communicate this understanding to your team, so they are inspired to share your vision and stay on track. Presenting practical advice and thought leadership from PMs at companies
like Airbnb, Reddit, and Square, ‘Ship it: Successful Product Managers Reveal All’ shows you how to succeed as a Product Manager by putting the user first, and getting your team on your side. The chapters you’re about to read provide specific advice on conducting user research and applying metrics that actually matter, as well as more general wisdom about the Product Manager career path, communication skills, and life lessons from PMs at the top of their game. No matter where you are on your PM journey, you’re bound to find nuggets of wisdom here that allow you to upgrade your thinking and achieve more for your users and your career.
Sprint: How to Solve Big Problems and Test New Ideas in Just Five Days
Jake Knapp - 2016
And now there’s a sure-fire way to solve their problems and test solutions: the sprint.While working at Google, designer Jake Knapp created a unique problem-solving method that he coined a “design sprint”—a five-day process to help companies answer crucial questions. His ‘sprints’ were used on everything from Google Search to Chrome to Google X. When he moved to Google Ventures, he joined Braden Kowitz and John Zeratsky, both designers and partners there who worked on products like YouTube and Gmail. Together Knapp, Zeratsky, and Kowitz have run over 100 sprints with their portfolio companies. They’ve seen firsthand how sprints can overcome challenges in all kinds of companies: healthcare, fitness, finance, retailers, and more.A practical guide to answering business questions, Sprint is a book for groups of any size, from small startups to Fortune 100s, from teachers to non-profits. It’s for anyone with a big opportunity, problem, or idea who needs to get answers today.
The Innovator's DNA: Mastering the Five Skills of Disruptive Innovators
Jeffrey H. Dyer - 2011
This innovation advantage will translate into a premium in your company’s stock price—an innovation premium—which is possible only by building the code for innovation right into your organization’s people, processes, and guiding philosophies.Practical and provocative, The Innovator’s DNA is an essential resource for individuals and teams who want to strengthen their innovative prowess.
The Innovator's Solution: Creating and Sustaining Successful Growth
Clayton M. Christensen - 2003
Christensen.In his international bestseller The Innovator's Dilemma, Clayton M. Christensen exposed this crushing paradox behind the failure of many industry leaders: by placing too much focus on pleasing their most profitable customers, these firms actually paved the way for their own demise by ignoring the disruptive technologies that aggressively evolved to displace them. In The Innovator’s Solution, Christensen and coauthor Michael E. Raynor help all companies understand how to become disruptors themselves.Clay Christensen (author of the award-winning Harvard Business Review article, “How Will You Measure Your Life?”) and Raynor not only reveal that innovation is more predictable than most managers have come to believe, they also provide helpful advice on the business decisions crucial to truly disruptive growth. Citing in-depth research and theories tested in hundreds of companies across many industries, the authors identify the processes that create successful innovation—and they show managers how to tailor their strategies to the changing circumstances of a dynamic world.The Innovator’s Solution is an important addition to any innovation library.Published by Harvard Business Review Press.
Strategize: Product Strategy and Product Roadmap Practices for the Digital Age
Roman Pichler - 2016