But in today’s service- and software-driven world, “done” is less obvious. When is Amazon done? When is Google done? Or Facebook? In reality, services powered by digital systems are never done. So then how do we give teams a goal that they can work on?Mostly, we simply ask teams to build features—but features are the wrong way to go. We often build features that create no value. Instead, we need to give teams an outcome to achieve. Using outcomes creates focus and alignment. It eliminates needless work. And it puts the customer at the center of everything you do.Setting goals as outcomes sounds simple, but it can be hard to do in practice. This book is a practical guide to using outcomes to guide the work of your team. "Josh’s crisp volume brims with insight about how to fly at just the right level - the level of outcomes. If you’ve ever wondered how M your MVP should be, or how to get more R in your OKRs, this book will help." --Nick Rockwell, CTO, NY Times

    Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.

    They explore each metric, considering best methods for collecting, analyzing, and presenting the data. They provide step-by-step guidance for measuring the usability of any type of product using any type of technology.This book is recommended for usability professionals, developers, programmers, information architects, interaction designers, market researchers, and students in an HCI or HFE program.

    He explains why invisible and unmanaged queues are the underlying root cause of poor product development performance. He shows why these queues form and how they undermine the speed, quality, and efficiency in product development.

    

    Successfully connecting your product with consumers isn’t a matter of following trends, comparing yourself to the competition or trying to attract the widest customer base.So what is it? April Dunford, positioning guru and tech exec, will enlighten you.Her new book, Obviously Awesome, shows you how to find your product’s “secret sauce”—and then sell that sauce to those who crave it. Having spent years as a startup executive (with 16 product launches under her belt) and a consultant (who’s worked on dozens more), Dunford speaks with authority about breaking through the noise of a crowded market.Punctuated with witty anecdotes and compelling case studies, Dunford’s book is at once entertaining and illuminating. Among the invaluable lessons you’ll learn are:- The Five Components of Effective Positioning- How to instantly connect an audience to your offering’s value- How to choose the best market for your products- How to use three distinct styles of positioning to your advantage- How to leverage market trends to help buyers understand why making a purchase is important right nowWhether you’re an entrepreneur, marketer or salesperson struggling to bring inventive products to market, Dunford’s insights will help you find your awesome, so that your customers can too.

    That’s a mistake, Tim Harford says in The Data Detective. We shouldn’t be suspicious of statistics—we need to understand what they mean and how they can improve our lives: they are, at heart, human behavior seen through the prism of numbers and are often “the only way of grasping much of what is going on around us.” If we can toss aside our fears and learn to approach them clearly—understanding how our own preconceptions lead us astray—statistics can point to ways we can live better and work smarter.As “perhaps the best popular economics writer in the world” (New Statesman), Tim Harford is an expert at taking complicated ideas and untangling them for millions of readers. In The Data Detective, he uses new research in science and psychology to set out ten strategies for using statistics to erase our biases and replace them with new ideas that use virtues like patience, curiosity, and good sense to better understand ourselves and the world. As a result, The Data Detective is a big-idea book about statistics and human behavior that is fresh, unexpected, and insightful.

    In this lively and groundbreaking new book, economist Ian Ayres shows how today's best and brightest organizations are analyzing massive databases at lightening speed to provide greater insights into human behavior. They are the Super Crunchers. From internet sites like Google and Amazon that know your tastes better than you do, to a physician's diagnosis and your child's education, to boardrooms and government agencies, this new breed of decision makers are calling the shots. And they are delivering staggeringly accurate results. How can a football coach evaluate a player without ever seeing him play? Want to know whether the price of an airline ticket will go up or down before you buy? How can a formula outpredict wine experts in determining the best vintages? Super crunchers have the answers. In this brave new world of equation versus expertise, Ayres shows us the benefits and risks, who loses and who wins, and how super crunching can be used to help, not manipulate us.Gone are the days of solely relying on intuition to make decisions. No businessperson, consumer, or student who wants to stay ahead of the curve should make another keystroke without reading Super Crunchers.

    It already drives most of the world’s top technology companies. And now it’s starting to spread to every domain where leaders wrestle with complex projects. If you’ve ever been startled by how fast the world is changing, Scrum is one of the reasons why. Productivity gains of as much as 1200% have been recorded, and there’s no more lucid – or compelling – explainer of Scrum and its bright promise than Jeff Sutherland, the man who put together the first Scrum team more than twenty years ago. The thorny problem Jeff began tackling back then boils down to this: people are spectacularly bad at doing things with agility and efficiency. Best laid plans go up in smoke. Teams often work at cross purposes to each other. And when the pressure rises, unhappiness soars. Drawing on his experience as a West Point-educated fighter pilot, biometrics expert, early innovator of ATM technology, and V.P. of engineering or CTO at eleven different technology companies, Jeff began challenging those dysfunctional realities, looking for solutions that would have global impact. In this book you’ll journey to Scrum’s front lines where Jeff’s system of deep accountability, team interaction, and constant iterative improvement is, among other feats, bringing the FBI into the 21st century, perfecting the design of an affordable 140 mile per hour/100 mile per gallon car, helping NPR report fast-moving action in the Middle East, changing the way pharmacists interact with patients, reducing poverty in the Third World, and even helping people plan their weddings and accomplish weekend chores. Woven with insights from martial arts, judicial decision making, advanced aerial combat, robotics, and many other disciplines, Scrum is consistently riveting. But the most important reason to read this book is that it may just help you achieve what others consider unachievable – whether it be inventing a trailblazing technology, devising a new system of education, pioneering a way to feed the hungry, or, closer to home, a building a foundation for your family to thrive and prosper.

    The result is a tremendous amount of time and money wasted due to wrong assumptions, lack of focus, poor communication of objectives, lack of understanding and misalignment with overall goals. There has to be a better way to deliver!This handbook is a practical guide to impact mapping, a simple yet incredibly effective method for collaborative strategic planning that helps organisations make an impact with software. Impact mapping helps to create better plans and roadmaps that ensure alignment of business and delivery, and are easily adaptable to change. Impact mapping fits nicely into several current trends in software product management and release planning, including goal-oriented requirements engineering, frequent iterative delivery, agile and lean software methods, lean startup product development cycles, and design thinking.Who is this book for?The primary audience of this book are senior people involved in building software products or delivering software projects, from both business and delivery sides. This includes business sponsors and those whose responsibilities include product ownership, project oversight or portfolio management, architecture, business analysis, quality improvement and assurance and delivery. - Business people assigned to software projects will learn how to communicate their ideas better.- Senior product or project sponsors will learn how to communicate their assumptions more effectively to delivery teams, how to engage delivery teams to make better strategic decisions, and how to manage their project portfolio more effectively.- Delivery teams that are already working under the umbrella of agile or lean delivery methods, and more recently lean startup ideas, will learn how to better focus deliverables and engage business sponsors and users.- Delivery teams moving to agile or lean delivery methods will get ideas on how to address some common issues with scaling these practices, such as creating a big picture view, splitting work into small chunks that still have business value and reporting progress more meaningfully.About the authorGojko Adzic is a strategic software delivery consultant who works with ambitious teams to improve the quality of their software products and processes. Gojko won the 2012 Jolt Award for the best book, was voted by peers as the most influential agile testing professional in 2011, and his blog won the UK Agile Award for the best online publication in 2010. To get in touch, write to gojko@neuri.co.uk or visit http://gojko.net.

    It then identifies and describes the advantages of this system, which needs less of everything including time, human effort, inventories, and investment to produce products with fewer defects in smaller volumes at lower costs for fragmenting markets. The Machine That Changed the World even gave the system its name: lean.In the decade since its launch in the fall of 1990, The Machine That Changed the World has sold more than 600,000 copies in 11 languages and has introduced a whole generation of managers and engineers to lean thinking. No lean library is complete without this groundbreaking book."The fundamentals of this system are applicable to every industry across the globea[and] will have a profound effect on human society. It will truly change the world." - New York TimesPaperback / 1990 / 323 pages

    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

    New regulations are making the old go-to advice less relevant, as startup money is increasingly moving online. These new waters are all but uncharted—and founders need an accessible guide. This book helps you navigate the online world of startup fundraising with easy-to-follow explanations and expert perspective on the new digital world of finance. You'll find tips and tricks on raising money and investing in startups from early stage to growth stage, and develop a clear strategy based on the new realities surrounding today's startup landscape.The finance world is in a massive state of flux. Changes are occurring at an increasing pace in all sectors, but few more intensely than the startup sphere. When the paradigm changes, your processes must change with it. This book shows you how startup funding works, with expert coaching toward the new rules on the field.-Learn how the JOBS Act impacts the fundraising model-Gain insight on startups from early stage to growth stage-Find the money you need to get your venture going-Craft your pitch and optimize the strategy-Build momentum-Identify the right investors-Avoid the common mistakesDon't rely on the "how we did it" tales from superstar startups, as these stories are unique and applied to exceptional scenarios. The game has changed, and playing by the old rules only gets you left behind. Whether you're founding a startup or looking to invest, The Art of Startup Fundraising provides the up-to-the-minute guidance you need.PRAISE FOR THE ART OF STARTUP FUNDRAISING:“The Art of Startup Fundraising is a must read for anyone who even considers starting a business. Fundraising is hard. This book gives you the roadmap to get where you are going. Alejandro Cremades speaks with wisdom and from experience.“ - Tim Draper , Founder of Draper Associates, DFJ, and Draper University."The Art of Startup Fundraising should be a mandatory reading for entrepreneurs that are looking to raise capital. This book will enable Alejandro to help many more early stage companies answer the tough questions when fundraising." - Marco Landi, Former Chief Operating Officer at Apple and Chairman at Atlantis Ventures"Raising capital is often the most daunting and least understood aspects of starting a new business and there are few people more experienced than Alejandro Cremades to act as a guide. The Art of Startup Fundraising unlocks key secrets of fundraising for newly minted entrepreneurs." - Jeff Stibel, Chairman of BrainGate, Inc. and Vice Chairman of Dun & Bradstreet, Inc.; New York Times bestselling author of Breakpoint and Wired for Thought."This book provides a clear, concise tour of the fundraising game. With his crowdfunding and entrepreneurial expertise in full display, Cremades does a terrific job making a complicated process simple and accessible." - Jeff Bussgang, General Partner at Flybridge Capital Partners and Senior Lecturer at Harvard Business School“Entrepreneurs need to be amazing at recruiting, selling and fundraising. The Art of Startup Fundraising provides the essential toolkit for mastering a core skill for any entrepreneur.” - Gil Penchina, serial entrepreneur and prolific angel investor“For many entrepreneurs finding the right investor for their venture can be a daunting task. Alejandro's experience with equity crowdfunding gives a unique perspective on the fundraising game. The Art of Startup Fundraising is very insightful for entrepreneurs looking to close a round of financing and changing the world.” - Anyndya Ghose, Professor at NYU Stern School of Business“There is no perfect approach to raising investment for a startup, but there is a certain tribal knowledge out there, that most of us had to learn through several failed attempts. The Art of Startup Fundraising captures every bit of advice (and then some!) that I would give to any entrepreneur looking for funding.” - Paul Murphy, Partner at Betaworks and CoFounder of Playdots“Alejandro's The Art of Startup Fundraising is a must read for any entrepreneur. Clear and concise, he outlines in today's startup community the steps to successfully fundraise. This is the golden era for entrepreneurs, any good idea with proof of concept can get access to money. Know your options!” - Angelo J. Robles, Founder and CEO of Family Office Association“It doesn't matter how great of a business you can build. If you can't raise money, you're toast. Master this book.” - Ilya Pozin, Forbes Contributor and CoFounder of Pluto TV and CoFounder of Coplex"The Art of Startup Fundraising translates art into science. By sharing proven formulas, strategies, and case studies that work, Alejandro Cremades provides a needed service to future entrepreneurs." - Josh Cohen, Managing Partner at City Light Capital“This ought to be a reading requirement for all entrepreneurs when building a business and raising capital. This is a very well written and informative book, written by a man who is a testament to dedication and creativity when confronted with the challenges of being an entrepreneur and raising capital.” - Carter Caldwell, serial entrepreneur and Principal at Cross Atlantic Capital Partners“Alejandro is on the bleeding edge of equity crowdfunding today. When he talks about fundraising, startups listen.” - Andrew Ackerman, Managing Director at Dreamit Ventures“Raising capital can be tough. Alejandro provides a step-by-step guidebook to all entrepreneurs that rather spend their time thinking about changing the world instead of thinking of how to raise funds.” - Tobias P. Schirmer, Managing Partner of JOIN Capital "A superb book on fundraising. Alejandro's guidance should arm entrepreneurs with the necessary tools to close with success a meaningful round of financing." - Ellen Weber, Executive Director at Robin Hood Ventures“The Art of Startup Fundraising is a practical and comprehensive resource for entrepreneurs to use again and again. It captures what startups need to do to be successful in the rapidly evolving financing world, while also providing tips on the fundamentals of building businesses that don’t change over time.” - Marianne Hudson, Executive Director at Angel Capital Association“Raising money is hard. But start-up founders all over the world can make it exponentially easier by educating themselves on the process of raising equity capital before they dive into it. The practical, hands-on advice from Alejandro Cremades in this book provides a solid foundation in that self-education process. Delivered in an approachable format with a key lesson to take-away every few pages, “The Art of Startup Fundraising” is essential reading for entrepreneurs everywhere.” - Allen Taylor, Managing Director at Endeavor

    It’s not about to-do lists and accountability charts. It’s about creating a framework for regular check-ins, key results, and most of all, the beauty of a good fail – and how to take a temporary disaster and turn it into a future success. In this book, Wodtke takes you through the fictional case study of Hanna and Jack, who are struggling to survive in their own startup. They fight shiny object syndrome, losing focus, and dealing with communication issues. After hard lessons, they learn the practical steps they need to do what must be done. The second half of the book demonstrates how to use Objectives and Key Results (OKRs) to help teams realize big goals in a methodical way, leaving nothing to chance. Laid out in a practical but compelling way, she makes the lessons of Hanna and Jack’s story clear and actionable. Ready to move your team in the right direction? Read this, and learn the system of creating your focus – and finding success. "Busy grinding without purpose is the secret death of too many startups. In this memorable story, Christina gives us a glimpse of a more satisfying kind of startup--still hard and chaotic but full of purpose and the chance to build something great." James Cham, Founder, Bloomberg Beta "This book is useful, actionable, and actually fun to read! If you want to get your team aligned around real, measurable goals, Radical Focus will teach you how to do it quickly and clearly." -Laura Klein, Principal, Users Know "Someone once told me that 'problems are just opportunities that haven’t presented themselves'. Since I was introduced to OKRs, they've been an invaluable tool for me, and our company. Christina's ideas have been instrumental, allowing me to better navigate the often ambiguous approach to goal setting and along the way creating a more open and accountable team and a clearer path for myself professionally. I personally can't thank her enough for the guidance." Scott Baldwin, Director of Services, Yellow Pencil "Radical Focus illustrates how to implement OKRs in an engaging, compact, realistic story. Best of all, Wodtke proves OKRs can be fun!" Ben Lamorte, OKRs.com

    But many managers can't read a balance sheet, wouldn't recognize a liquidity ratio, and don't know how to calculate return on investment. Worse, they don't have any idea where the numbers come from or how reliable they really are. In Financial Intelligence, Karen Berman and Joe Knight teach the basics of finance--but with a twist. Financial reporting, they argue, is as much art as science. Because nobody can quantify everything, accountants always rely on estimates, assumptions, and judgment calls. Savvy managers need to know how those sources of possible bias can affect the financials and that sometimes the numbers can be challenged. While providing the foundation for a deep understanding of the financial side of business, the book also arms managers with practical strategies for improving their companies' performance--strategies, such as "managing the balance sheet," that are well understood by financial professionals but rarely shared with their nonfinancial colleagues. Accessible, jargon-free, and filled with entertaining stories of real companies, Financial Intelligence gives nonfinancial managers the financial knowledge and confidence for their everyday work. Karen Berman and Joe Knight are the owners of the Los Angeles-based Business Literacy Institute and have trained tens of thousands of managers at many leading organizations. Co-author John Case has written several popular books on management.