This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    Christensen). We've combed through hundreds of Harvard Business Review articles to select the most important ones to help you maximize yourself.HBR's 10 Must Reads on Managing Yourself will inspire you to:Stay engaged throughout your 50+-year work lifeTap into your deepest valuesSolicit candid feedbackReplenish physical and mental energyBalance work, home, community, and selfSpread positive energy throughout your organizationRebound from tough timesDecrease distractibility and frenzyDelegate and develop employees' initiativeThis collection of best-selling articles includes: bonus article “How Will You Measure Your Life?” by Clayton M. Christensen, "Managing Oneself," "Management Time: Who's Got the Monkey?" "How Resilience Works," "Manage Your Energy, Not Your Time," "Overloaded Circuits: Why Smart People Underperform," "Be a Better Leader, Have a Richer Life," "Reclaim Your Job," "Moments of Greatness: Entering the Fundamental State of Leadership," "What to Ask the Person in the Mirror," and "Primal Leadership: The Hidden Driver of Great Performance."

    Cheese is a metaphor for what you want to have in life, for example a good job, a loving relationship, money or possessions, health or spiritual peace of mind. The maze is where you look for what you want, perhaps the organisation you work in, or the family or community you live in. The problem is that the cheese keeps moving.In the story, the characters are faced with unexpected change in their search for the cheese. One of them eventually deals with change successfully and writes what he has learned on the maze walls for you to discover.

    What you'll find here is practical magic: unique knowledge, drawn from a variety of sciences, revealing what charisma really is and how it works. You'll get both the insights and the techniques you need to apply this knowledge. The world will become your lab, and every person you meet, a chance to experiment.The Charisma Myth is a mix of fun stories, sound science, and practical tools. Cabane takes a hard scientific approach to a heretofore mystical topic, covering what charisma actually is, how it is learned, what its side effects are, and how to handle them.

    Now, based on new research conducted with leaders, change makers and culture shifters, she’s showing us how to put those ideas into practice so we can step up and lead. Leadership is not about titles, status and power over people. Leaders are people who hold themselves accountable for recognising the potential in people and ideas, and developing that potential. This is a book for everyone who is ready to choose courage over comfort, make a difference and lead.When we dare to lead, we don't pretend to have the right answers; we stay curious and ask the right questions. We don't see power as finite and hoard it; we know that power becomes infinite when we share it and work to align authority and accountability. We don't avoid difficult conversations and situations; we lean into the vulnerability that’s necessary to do good work.But daring leadership in a culture that's defined by scarcity, fear and uncertainty requires building courage skills, which are uniquely human. The irony is that we're choosing not to invest in developing the hearts and minds of leaders at the same time we're scrambling to figure out what we have to offer that machines can't do better and faster. What can we do better? Empathy, connection and courage to start.Brené Brown spent the past two decades researching the emotions that give meaning to our lives. Over the past seven years, she found that leaders in organisations ranging from small entrepreneurial start-ups and family-owned businesses to non-profits, civic organisations and Fortune 50 companies, are asking the same questions:How do you cultivate braver, more daring leaders? And, how do you embed the value of courage in your culture?Dare to Lead answers these questions and gives us actionable strategies and real examples from her new research-based, courage-building programme.Brené writes, ‘One of the most important findings of my career is that courage can be taught, developed and measured. Courage is a collection of four skill sets supported by twenty-eight behaviours. All it requires is a commitment to doing bold work, having tough conversations and showing up with our whole hearts. Easy? No. Choosing courage over comfort is not easy. Worth it? Always. We want to be brave with our lives and work. It's why we're here.’

    Author Mike Rohde shows you how to incorporate sketchnoting techniques into your note-taking process--regardless of your artistic abilities--to help you better process the information that you are hearing and seeing through drawing, and to actually have fun taking notes. The Sketchnote Handbook explains and illustrates practical sketchnote techniques for taking visual notes at your own pace as well as in real time during meetings and events. Rhode also addresses most people's fear of drawing by showing, step-by-step, how to quickly draw people, faces, type, and simple objects for effective and fast sketchnoting. The book looks like a peek into the author's private sketchnote journal, but it functions like a beginner's guide to sketchnoting with easy-to-follow instructions for drawing out your notes that will leave you itching to attend a meeting just so you can draw about it.

    This smart and pithy book focuses on a simple though vexing challenge: How can the leaders of an organization exhort their people to deliver on the most important goals?....It's rare to find a book like this that blends smart practice with intelligent articulation of how to get things done. Do yourself a favor. Buy it." --The Boston Globe"Making all of the moving parts of an organization function smoothly together is just plain hard work. By describing how he has done it, Mr. Bossidy has come up with a valuable and practical management guide that is must-reading for everyone who cares about business." --The New York Times"If you want to be a CEO--or if you are a CEO and want to keep your job--read Execution and put its principles to work." --Michael Dell, chairman and CEO, Dell Computer Corp."A how-to book for the can-do boss....If even half the corporations in America pondered their suggestions, the economy would be in much better shape. Moreover, Bossidy and Charan boast an impressive enough track record that anyone who wants to stay sharp at the helm will welcome their assistance." --BusinessWeek"Sound, practical advice on how to make things happen." --Ralph S. Larsen, chairman and CEO, Johnson & Johnson"Here's the real deal.... This is no-nonsense stuff.... The leaders who sweat the small stuff, hire the right people, make the tough decisions and stick around to see that they're carried out are the real winners.... Forget the swarmy memoirs, cheesy parables, advice for idiots, and leadership secrets of despots and barbarians. Getting it done is, according to Bossidy and Charan, the only way to grow." --The Miami Herald"Captures a lifetime of building winning formulas and puts them in a simple, practical context for executives at any level." --Ivan Seidenberg, president and CEO, Verizon

    The widespread adoption of agile methods has brought the need for effective testing into the limelight, and agile projects have transformed the role of testers. Much of a tester's function, however, remains largely misunderstood. What is the true role of a tester? Do agile teams actually need members with QA backgrounds? What does it really mean to be an "agile tester?"Two of the industry's most experienced agile testing practitioners and consultants, Lisa Crispin and Janet Gregory, have teamed up to bring you the definitive answers to these questions and many others. In Agile Testing, Crispin and Gregory define agile testing and illustrate the tester's role with examples from real agile teams. They teach you how to use the agile testing quadrants to identify what testing is needed, who should do it, and what tools might help. The book chronicles an agile software development iteration from the viewpoint of a tester and explains the seven key success factors of agile testing.Readers will come away from this book understanding- How to get testers engaged in agile development- Where testers and QA managers fit on an agile team- What to look for when hiring an agile tester- How to transition from a traditional cycle to agile development- How to complete testing activities in short iterations- How to use tests to successfully guide development- How to overcome barriers to test automationThis book is a must for agile testers, agile teams, their managers, and their customers.

    What’s on your list? What’s holding you back from getting started? Are you worried about the time and effort it takes to acquire new skills—time you don’t have and effort you can’t spare? Research suggests it takes 10,000 hours to develop a new skill. In this nonstop world when will you ever find that much time and energy? To make matters worse, the early hours of prac­ticing something new are always the most frustrating. That’s why it’s difficult to learn how to speak a new language, play an instrument, hit a golf ball, or shoot great photos. It’s so much easier to watch TV or surf the web . . . In The First 20 Hours, Josh Kaufman offers a systematic approach to rapid skill acquisition— how to learn any new skill as quickly as possible. His method shows you how to deconstruct com­plex skills, maximize productive practice, and remove common learning barriers. By complet­ing just 20 hours of focused, deliberate practice you’ll go from knowing absolutely nothing to performing noticeably well. Kaufman personally field-tested the meth­ods in this book. You’ll have a front row seat as he develops a personal yoga practice, writes his own web-based computer programs, teaches himself to touch type on a nonstandard key­board, explores the oldest and most complex board game in history, picks up the ukulele, and learns how to windsurf. Here are a few of the sim­ple techniques he teaches:Define your target performance level: Fig­ure out what your desired level of skill looks like, what you’re trying to achieve, and what you’ll be able to do when you’re done. The more specific, the better.Deconstruct the skill: Most of the things we think of as skills are actually bundles of smaller subskills. If you break down the subcompo­nents, it’s easier to figure out which ones are most important and practice those first.Eliminate barriers to practice: Removing common distractions and unnecessary effort makes it much easier to sit down and focus on deliberate practice.Create fast feedback loops: Getting accu­rate, real-time information about how well you’re performing during practice makes it much easier to improve.Whether you want to paint a portrait, launch a start-up, fly an airplane, or juggle flaming chain­saws, The First 20 Hours will help you pick up the basics of any skill in record time . . . and have more fun along the way.

    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.

    Every aircraft is equipped with an almost indestructible black box. When there is an accident, the box is opened, the data is analyzed, and the reason for the accident excavated. This ensures that procedures are adapted so that the same mistake doesn’t happen again. With this method, the industry has created an astonishing safety record.For pilots working in a safety-critical industry, getting it wrong can have deadly consequences. But most of us have a relationship with failure that impedes progress, halts innovation, and damages our lives. We don’t acknowledge it or learn from it —though we often think we do.Moving from anthropology to psychology and from history to complexity theory, Matthew Syed explains why even when we think we have 20/20 hindsight, our vision’s still fuzzy. He offers a radical new idea: that the most important determinant of success in any field, whether sports, business, or life, is an acknowledgment of failure and a willingness to engage with it. This is how we learn, progress and excel. This approach explains everything from biological evolution and the efficiency of markets to the success of the Mercedes F1 team and the mindset of David Beckham.Using a cornucopia of interviews, gripping stories, and sharp-edged science, Syed explores the intimate relationship between failure and success, and shows why we need to transport black box thinking into our own lives. If we wish to unleash our potential, we must diagnose and break free of our failures. Part manifesto for change, part intellectual adventure, this groundbreaking book reveals how to do both.

    Unfortunately most of these are PREDICTABLE and AVOIDABLE. Tact and diplomacy can only get you so far in the wild and wacky world of project work. A combination of outrageous creativity, sheer bravado and nerves of steel will serve you far better than any fancy-schmancy Microsoft Project Gantt chart!'Scrappy Project Management' is about what REALLY happens in the project environment, how to survive it, and how to make sure that your team avoids the predictable and avoidable pitfalls that every project faces.

    Womack, Chairman and Founder, Lean Enterprise Institute. This game-changing book puts you behind the curtain of Toyota, providing new insight into the legendary automaker's management practices and offering practical guidance for leading and developing people in a way that makes the best use of their brainpower. Drawing on six years of research into Toyota's employee-management routines, Toyota Kata examines and elucidates, for the first time, the company's organizational routines--called kata--that power its success with continuous improvement and adaptation. The book also reaches beyond Toyota to explain issues of human behavior in organizations and provide specific answers to questions such as: How can we make improvement and adaptation part of everyday work throughout the organization? How can we develop and utilize the capability of everyone in the organization to repeatedly work toward and achieve new levels of performance? How can we give an organization the power to handle dynamic, unpredictable situations and keep satisfying customers? Mike Rother explains how to improve our prevailing management approach through the use of two kata: Improvement Kata--a repeating routine of establishing challenging target conditions, working step-by-step through obstacles, and always learning from the problems we encounter; and Coaching Kata: a pattern of teaching the improvement kata to employees at every level to ensure it motivates their ways of thinking and acting. With clear detail, an abundance of practical examples, and a cohesive explanation from start to finish, Toyota Kata gives executives and managers at any level actionable routines of thought and behavior that produce superior results and sustained competitive advantage.

    Meier introduces Agile Results(R)-a simple system for meaningful results! It's a systematic way to achieve both short- and long-term results in all aspects of your life-from work to fun. It offers just enough planning to get you going, but makes it easy to change your course as needed. It also provides fresh starts for your day, week, month, and year. Even if you already use another time management system, Agile Results can supplement it to increase your impact and sense of fulfillment. In today's world, change happens quickly; learn how to be flexible and responsive to new opportunities. Don't just check off tons of stuff from your to-do list; do the things that make a difference. Stop trudging your way through life; bolster your energy with habits that will carry you forward each day. Quit sacrificing your personal life for your work life (or vice versa); give each facet of your life its due and find balance. In other words, learn the skills to go the distance in an ever-changing world. The beauty of Agile Results is that you don't have to adopt the entire system to see the benefits; just start with the following three basic tenets. First, adopt The Rule of 3 and you avoid being overwhelmed and become mindful of your results. Second, adopt the Monday Vision, Daily Outcomes, Friday Refection pattern and you set the wheels in motion for weekly results while giving yourself a fresh start each day and each week. Third, set up boundaries for your Hot Spots and begin to experience work-life balance. When you're ready for more, flip through the chapters to learn how to use stories to design your day, week, month, and year; how to find your motivation; how to improve your productivity; and many more. Agile Results is a time-tested system that J.D. Meier has honed through his years at Microsoft: learning from some of the best minds, leading virtual teams, and mentoring people around the world. It is a system he can bet on time and again. This guide is the playbook for getting results that he wishes somebody had given to him so many years ago. Now, he's sharing it with you.

    It’s about how people, organizations and societies can and must hit refresh—transform—in their persistent quest for new energy, new ideas, relevance and renewal. At the core, it’s about us humans and our unique qualities, like empathy, which will become ever more valuable in a world where the torrent of technology will disrupt like never before. As much a humanist as a technologist, Nadella defines his mission and that of the company he leads as empowering every person and every organization on the planet to achieve more.