Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

    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

    If you want to be both passionate about what you do and successful, then you must take control of your professional destiny. Only you can determine who you are, what you can do, and where you want to go. If you are stuck in your career, frustrated at your position within a company, or bored with the profession you have chosen, then it is time to change your thinking. This book will hold your hand while you step back and evaluate where you started, where you are on your career path today, and most important, where you want to be tomorrow. Tired of your current job? Ready for the next steps? Eager to show the world everything you have to offer? Caitlin Friedman and Kimberly Yorio see it all the time: women derailing their careers because they believe that if they just sit quietly, work hard, and please their coworkers, someone upstairs will recognize their talents and dedication and deliver big rewards. But in today’s ultra-competitive workplace, nothing could be further from the truth. If you want your dream job with your dream salary, and all the opportunities and fulfillment that come with it, you have to stand up and go for it--without shame, guilt, or hesitation! The Girls’ Guide to Kicking Your Career into Gear gives you everything you need to decide what you want out of work and create a plan to make it happen. From how to negotiate a raise or a promotion to starting a new profession, Friedman and Yorio provide savvy, reassuring advice on how to successfully navigate every aspect of your career. Their sure-fire tools will show you how to:Sell yourself (without selling out)Master the secrets of the New Girls Network“Manage upward” to impress the right people, the right wayOvercome the fears—from public speaking to risk-taking--that hold you backCope with workplace underminers Ask for what you deserveFight the stereotypes that often keep women from moving up Based on interviews with more than 100 successful women who have shattered the glass ceiling and made great professional strides, The Girl’s Guide to Kicking Your Career into Gear is your ticket to taking charge of your career once and for all – and getting where you want to go.

    It points out that you must be a leader that people follow, keep informed, make timely decisions and take effective action. In effect you must control the activities of your organization rather than being controlled by them. Here's what’s in the book: * How to lead and manage people; powerful tips and strategies to motivate and inspire your people to bring out the best in them. Be the boss people want to give 200 percent for. * How to Make a Good First Impression * How to Motivate Your Employees in the Workplace * How to Manage Change Effectively * How to Deal With Difficult Employees * Effective Business Negotiation Techniques * How To Set and Achieve Goals * Effective Delegating Strategies * How To Ensure the Profitability of Your Business * How to Create a Business Environment that Supports Growth * All these and much much more. My name is Meir Liraz and I'm the author of this book. According to Dun & Bradstreet, 90% of all business failures analyzed can be traced to poor management. This is backed up by my own experience. In my 31 years as a business coach and consultant to managers, I've seen practically dozens of managers fail and lose their job -- not because they weren't talented or smart enough -- but because they were trying to re-invent the wheel rather than rely on proven, tested methods that work. And that is where this book can help, it will teach you how to avoid the common traps and mistakes and do everything right the first time. Table of Contents 1. How to Lead and Manage People 2. How to Make a Good First Impression 3. How to Motivate Employees in the Workplace 4. How to Manage Change Effectively 5. How to Deal With Difficult Employees 6. Effective Business Negotiation Techniques 7. How To Set and Achieve Goals 8. Effective Delegating Strategies 9. How To Ensure the Profitability of Your Business 10. How to Create a Business Environment that Supports Growth Tags: leadership development, student leadership challenge, business leadership, leadership development program, leadership dynamics, management skills and application, developing management skills.

    They go far beyond generic implementation guidelines, demonstrating exactly how to make lean work in real projects, environments, and companies.The Poppendiecks organize this book around the crucial concept of frames, the unspoken mental constructs that shape our perspectives and control our behavior in ways we rarely notice. For software leaders and team members, some frames lead to long-term failure, while others offer a strong foundation for success. Drawing on decades of experience, the authors present twenty-four frames that offer a coherent, complete framework for leading lean software development. You'll discover powerful new ways to act as competency leader, product champion, improvement mentor, front-line leader, and even visionary.Systems thinking: focusing on customers, bringing predictability to demand, and revamping policies that cause inefficiency Technical excellence: implementing low-dependency architectures, TDD, and evolutionary development processes, and promoting deeper developer expertise Reliable delivery: managing your biggest risks more effectively, and optimizing both workflow and schedules Relentless improvement: seeing problems, solving problems, sharing the knowledge Great people: finding and growing professionals with purpose, passion, persistence, and pride Aligned leaders: getting your entire leadership team on the same page From the world's number one experts in Lean software development, Leading Lean Software Development will be indispensable to everyone who wants to transform the promise of lean into reality--in enterprise IT and software companies alike.

    It is intended to instruct students on how to manage effectively and efficiently with full comprehension of the legal ramifications of their decisions. Students are shown how to analyze employment law facts using concrete examples of management-related legal dilemmas that do not present clear-cut solutions. The methods of arriving at resolutions are emphasized, so that when the facts of the workplace problem are not quite the same, the student can still reach a good decision based on the legal considerations required by law, which remain relevant.

    In its most simple form, earned value equates to fundamental project management. This is not a new book, but rather it is an updated book. Authors Quentin Fleming and Joel Koppelman have made some important additions. In many cases, there will be no changes to a given section. But in other sections, the authors have made substantial revisions to what they had described in the first edition. Fleming and Koppelman’s goal remains the same with this update: describe earned value project management in its most fundamental form, for application to all projects, of any size or complexity. Writing in an easy-to-read, friendly, and humorous style characteristic of the best teachers, Fleming and Koppelman have identified the minimum requirements that they feel are necessary to use earned value as a simple tool for project managers. They have also witnessed the use of simple earned value on software projects, and find it particularly exciting. Realistically, a Cost Performance Index (CPI) is the same whether the project is a multibillion-dollar high-technology project, or a simple one hundred thousand-dollar software project. A CPI is a CPI … period. It is a solid metric that reflects the health of the project. In every chapter, Fleming and Koppelman stick with using simple stories to define their central concept. Their project examples range from peeling potatoes to building a house. Examples are in round numbers, and most formulas get no more complicated than one number divided by another. Earned Value Project Management—Second Edition may be the best-written, most easily understood project management book on the market today. Project managers will welcome this fresh translation of jargon into ordinary English. The authors have mastered a unique "early-warning" signal of impending cost problems in time for the project manager to react.

    The new edition includes the most up-to-date research developments and many more examples and problems.

    For decades, technology leaders have struggled to balance agility, reliability, and security. The consequences of failure have never been greater whether it's the healthcare.gov debacle, cardholder data breaches, or missing the boat with Big Data in the cloud.And yet, high performers using DevOps principles, such as Google, Amazon, Facebook, Etsy, and Netflix, are routinely and reliably deploying code into production hundreds, or even thousands, of times per day.Following in the footsteps of The Phoenix Project, The DevOps Handbook shows leaders how to replicate these incredible outcomes, by showing how to integrate Product Management, Development, QA, IT Operations, and Information Security to elevate your company and win in the marketplace."Table of contentsPrefaceSpreading the Aha! MomentIntroductionPART I: THE THREE WAYS1. Agile, continuous delivery and the three ways2. The First Way: The Principles of Flow3. The Second Way: The Principle of Feedback4. The Third Way: The Principles of Continual LearningPART II: WHERE TO START5. Selecting which value stream to start with6. Understanding the work in our value stream…7. How to design our organization and architecture8. How to get great outcomes by integrating operations into the daily work for developmentPART III: THE FIRST WAY: THE TECHNICAL PRACTICES OF FLOW9. Create the foundations of our deployment pipeline10. Enable fast and reliable automated testing11. Enable and practice continuous integration12. Automate and enable low-risk releases13. Architect for low-risk releasesPART IV: THE SECOND WAY: THE TECHNICAL PRACTICES OF FEEDBACK14*. Create telemetry to enable seeing abd solving problems15. Analyze telemetry to better anticipate problems16. Enable feedbackso development and operation can safely deploy code17. Integrate hypothesis-driven development and A/B testing into our daily work18. Create review and coordination processes to increase quality of our current workPART V: THE THRID WAY: THE TECHNICAL PRACTICES OF CONTINUAL LEARNING19. Enable and inject learning into daily work20. Convert local discoveries into global improvements21. Reserve time to create organizational learning22. Information security as everyone’s job, every day23. Protecting the deployment pipelinePART VI: CONCLUSIONA call to actionConclusion to the DevOps HandbookAPPENDICES1. The convergence of Devops2. The theory of constraints and core chronic conflicts3. Tabular form of downward spiral4. The dangers of handoffs and queues5. Myths of industrial safety6. The Toyota Andon Cord7. COTS Software8. Post-mortem meetings9. The Simian Army10. Transparent uptimeAdditional ResourcesEndnotes

    The book teaches the basic methods for defining, planning, and tracking a project, as well as techniques for leading and building strong project teams.This new edition includes: Downloadable, customizable project management formsStudy aids for passing the popular Project Management Professional certification examGuidelines for building high-performance project teamsNew examples of project management at work in the 21st centuryEric Verzuh (Seattle, WA) is certified by the Project Management Institute and is President of The Versatile Company, which delivers project management training and consulting services to such companies as Adobe Systems, Inc., GE, Lockheed Martin, Nordstrom, and the United States Postal Service. He is also the author of The Portable MBA in Project Management (0-471-26899-2), from Wiley.

    But when you start hearing things like man-days, PSOs and stakeholders, it just makes it difficult to understand.So what do you really need to know about project management?Find out:Why setting clear goals matters How to estimate absolutely everything. How to get things back on track after they've gone wrong How to track big projects Why work/life balance matters when you're running a big project This clear and simple approach will mean you'll never panic when faced with a big project again.Read More in the Want You Need to Know Series and Get to Speed on the Essentials... Fast.

    Today, Total Quality is an integral component of management success in today's complex business environment. This text presents an overview of the key principles of total quality and links those concepts to traditional management practices and organizational models in management theory. This book has three objectives: 1) to familiarize readers with the basic principles and methods associated with total quality management; 2) to show readers how these principles and methods have been put into effect in a variety of organizations; and, 3) to illustrate the relationship between total quality principles and the theories and models studied in management courses.

    Polya, How to Solve It will show anyone in any field how to think straight. In lucid and appealing prose, Polya reveals how the mathematical method of demonstrating a proof or finding an unknown can be of help in attacking any problem that can be reasoned out--from building a bridge to winning a game of anagrams. Generations of readers have relished Polya's deft--indeed, brilliant--instructions on stripping away irrelevancies and going straight to the heart of the problem.

    The tools and recipes in this book will help you uncover and solve hidden (and not-so-hidden) problems with your technology, your methodology, and those difficult "people" issues on your team.Project retrospectives help teams examine what went right and what went wrong on a project. But traditionally, retrospectives (also known as "post-mortems") are only helpful at the end of the project--too late to help. You need agile retrospectives that are iterative and incremental. You need to accurately find and fix problems to help the team today.Now, Derby and Larsen show you the tools, tricks, and tips you need to fix the problems you face on a software development project on an on-going basis. You'll see how to architect retrospectives in general, how to design them specifically for your team and organization, how to run them effectively, how to make the needed changes, and how to scale these techniques up. You'll learn how to deal with problems, and implement solutions effectively throughout the project--not just at the end.With regular tune-ups, your team will hum like a precise, world-class orchestra.ContentsForwardPrefaceIntroduction1. Helping your team inspect and adapt2. A retrospective custom-fit for your team3. Leading retrospectives4. Activities to set the stage5. Activities to gather data6. Activities to gather insights7. Activities to decide what to do8. Activities to close the retrospective9. Releases and project retrospectives10. Make it soA1. Facilitation suppliesA2. Debriefing activitiesA3. Activities quick reference matrixA4. Resources for learning facilitation skillsA5. Bibliography

    Unfortunately, reliable guidance on Agile management has been scarce indeed. Now, leading Agile manager Jurgen Appelo fills that gap, introducing a realistic approach to leading, managing, and growing your Agile team or organization. Writing for current managers and developers moving into management, Appelo shares insights that are grounded in modern complex systems theory, reflecting the intense complexity of modern software development. Appelo's Management 3.0 model recognizes that today's organizations are living, networked systems; and that management is primarily about people and relationships. Management 3.0 doesn't offer mere checklists or prescriptions to follow slavishly; rather, it deepens your understanding of how organizations and Agile teams work and gives you tools to solve your own problems. Drawing on his extensive experience as an Agile manager, the author identifies the most important practices of Agile management and helps you improve each of them. Coverage includes - Getting beyond "Management 1.0" control and "Management 2.0" fads - Understanding how complexity affects your organization - Keeping your people active, creative, innovative, and motivated - Giving teams the care and authority they need to grow on their own - Defining boundaries so teams can succeed in alignment with business goals - Sowing the seeds for a culture of software craftsmanship - Crafting an organizational network that promotes success - Implementing continuous improvement that actually works Thoroughly pragmatic-and never trendy-Jurgen Appelo's Management 3.0 helps you bring greater agility to any software organization, team, or project.