It demands that you stop waiting for a road map and start drawing one instead. You know how to do this, you’ve done it before, but along the way, someone talked you out of it.We need your insight and your dreams and your contributions. Hurry.

    The technology is powerful but it is still a tool—one used by people to apply human ingenuity, imagination, and problem-solving skills to see trends, patterns, anomalies, and relationships in what were once inscrutable or unmanageable issues. In their years spent working with hundreds of companies, governments, and non-profit organizations, Josh Sullivan and Angela Zutavern have consulted with a wide range of leaders developing new capabilities that lead to new business models, the creation of breakthrough products and services, and potential solutions to vexing global problems. Their stories include Ford developing not just smarter cars but also smarter roads and cities; an oceanographer obtaining a holistic map of the oceans, with ramifications for both the fishing industry but for humanity at large; and health care entrepreneurs developing new products that significantly reduce heart attack fatalities.These are but a few examples of leaders tapping the power of the digital world and creatively collaborating with computers. New capabilities are developed that then give birth to new business models as leaders envision and shape the future. Businesses are reaching goals that until recently seemed difficult, if not impossible, to attain. The winnings will go to organizations that take steps to deliver "impossible strategies," and The Mathematical Corporation provides leaders with the new way to think and work in this era of data science and drive the revolution.

    With millions of copies sold, the Publication Manual of the American Psychological Association is the style manual of choice for writers, editors, students, educators, and professionals in psychology, sociology, business, economics, nursing, social work, and justice administration, and other disciplines in which effective communication with words and data is fundamental.In addition to providing clear guidance on grammar, the mechanics of writing, and APA style, the Publication Manual offers an authoritative and easy-to-use reference and citation system and comprehensive coverage of the treatment of numbers, metrication, statistical and mathematical data, tables, and figures for use in writing, reports, or presentations. The new edition has been revised and updated to include: The latest guidelines and examples for referencing electronic and online sources New and revised guidelines for submitting papers electronically Improved guidelines for avoiding plagiarism Simplified formatting guidelines for writers using up-to-date word-processing software All new guidelines for presenting case studies Improved guidelines for the construction of tables Updates on copyright and permissions issues for writers New reference examples for audiovisual media and patents An expanded and improved index for quick and easy access Writers, scholars, and professionals will also find: New guidelines on how to choose text, tables, or figures to present data Guidelines for writing cover letters for submitting articles for publication, plus a sample letter Expanded guidelines on the retention of raw data New advice on establishing written agreements for the use of shared data New information on the responsibilities of co-authors New and experienced readers alike will find the 5th Edition a complete resource for writing, presenting, or publishing with clarity and persuasiveness.Approximately 400 pages

    Jobs, Career

    But a few years ago, he realized that while some of the habits he outlined in What Got You Here apply to both men and women, women face specific, and different, challenges as they seek to advance in their careers.So he partnered with his longtime colleague, women’s leadership expert Sally Helgesen, to create this invaluable handbook for women trying to take the next step in their careers. They realized that for women in particular, the very skills and habits that made them successful early in their careers could actually be holding them back as they advance to the next stage of their working lives. Women in particular struggle with habits like:1. Reluctance to Claim Your Achievements2. Expecting Others to Spontaneously Notice and Reward Your Hard Work3. Overvaluing Expertise4. Building Rather than Leveraging Relationships5. Failing to Enlist Allies from Day One6. Putting Your Job Before Your Career7. The Disease to Please8. The Perfection Trap9. Minimizing10. Too Much11. Ruminating12. Letting Your Radar Distract YouLike the original What Got You Here, this new book will help women identify specific behaviors that keep them from realizing their full potential, no matter what stage they are in their career. It will also help them identify why what worked for them in the past will not necessarily get them where they want to go in the future–and how to finally shed those behaviors so they can advance to the next level, whatever that may be.

    Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    Combining tools, core principles, and plenty of humor, The Agile Samurai gives you the tools and the attitude to deliver something of value every week, and make rolling software into production a non-event. You’ll see how agile software delivery really works and how to help your team get agile fast, while having fun along the way.

    social scientist and consultant examines five professions - engineering, architecture, management, psychotherapy, and town planning - to show how professionals really go about solving problems. The best professionals, Donald Sch�n maintains, know more than they can put into words. To meet the challenges of their work, they rely less on formulas learned in graduate school than on the kind of improvisation learned in practice. This unarticulated, largely unexamined process is the subject of Sch�n's provocatively original book, an effort to show precisely how 'reflection-in-action' works and how this vital creativity might be fostered in future professionals.

    The Change Monster examines how to effectively plan for, address, and manage the least predictable and perhaps the most important aspect of a successful transformation. Duck's experience with change has been widespread and varied. During an early career running her own consulting practice and more recent years spent as a senior vice president with the prestigious Boston Consulting Group (BCG), she has guided companies all over the world through the mountains and minefields of mergers, reengineering ventures, and strategic transformation projects. In the process, she has developed and refined her understanding of the five phases of the Change Curve, her own map of the territory of change. The monster in hibernation is the first of those phases, Stagnation, and it's awoken by forceful impetus from on high, through either internally or externally initiated change. Duck discusses both the signs of stagnation and various methods for recognizing the problem--the questions that need to be asked, the analyses that need to be conducted, and the appetite for change that needs to be generated. During the Preparation stage, there are essential tasks for the leaders (achieving alignment and commitment on vision, strategy, and values) that will provoke behavioral-change requirements of all members of the organization, and Duck introduces a BCG tool used to help assess the change bias of any organization. For the Implementation and Determination stages, Duck shares tips on walking the talk, being on the alert for human dynamics that threaten to derail the initiative, and communicating effectively, and offers advice on testing one's assumptions as a leader and staying involved with the process of change at all levels--strategies designed to lead the organization through to the final stage of Fruition. Throughout, Duck refers to the largely positive change experience of a real company, Honeywell Micro Switch, and the less-effective actions of a fictional merger between two pharmaceutical firms. Duck has also spent time as an artist and teacher, occupations reflected in her understanding of how people cope with both the reality of change and the manner in which it's brought about. Though targeted at the change-management drivers of the business world, The Change Monster is infused with a sense of the effects of change in all areas of life. A sensitive exploration of an often-difficult process. --S. Ketchum

    The secret for creating magic in our careers, our organizations, and our lives is simple: outstanding leadership--the kind that inspires employees, delights customers, and achieves extraordinary business results. No one knows more about this kind of leadership than Lee Cockerell, the man who ran Walt Disney World(R) Resort operations for over a decade. And in Creating Magic, he shares the leadership principles that not only guided his own journey from a poor farm boy in Oklahoma to the head of operations for a multibillion dollar enterprise, but that also soon came to form the cultural bedrock of the world's number one vacation destination. But as Lee demonstrates, great leadership isn't about mastering impossibly complex management theories. We can all become outstanding leaders by following the ten practical, common sense strategies outlined in this remarkable book. As straightforward as they are profound, these leadership lessons include: Everyone is important.Make your people your brand. Burn the free fuel: appreciation, recognition, and encouragement. Give people a purpose, not just a job. Combining surprising business wisdom with insightful and entertaining stories from Lee's four decades on the front lines of some of the world's best-run companies, Creating Magic shows all of us - from small business owners to managers at every level - how to become better leaders by infusing quality, character, courage, enthusiasm, and integrity into our workplace and into our lives.

    In his latest book, management expert Ken Miller discusses how the processes of state and local government became so complicated and inefficient – and how to start cleaning up the mess. With his typical irreverent and funny tone, Ken lays out the simple ways that public-sector leaders can tear down all the twisted, broken parts of government and rebuild it stronger, leaner and better equipped to help citizens. Full of clear, concise tips on increasing government’s capacity, Extreme Government Makeover is essential reading for everyone in government, from top-level executives to managers and employees on the front lines.What you’ll learn in Extreme Government Makeover• The one and only thing government needs to focus on to get out of this crisis• How government can perform its vital functions 80 percent faster, at less cost and with better quality• The DNA of government complexity and how we can genetically modify it • How to spot the “moldy” thinking that is making us all sick• How to get rid of 40 percent of your agency’s workload• How to find the hidden costs of government• What the next generation of customers and employees are going to do to your operations• Why technology isn’t the answer• Most importantly, you’ll learn a new way of seeing the work of government – and a better way to make that work great.

    The book focuses on techniques of lasting value and explains them precisely in terms of a simple abstract machine. The book presents all major programming paradigms in a uniform framework that shows their deep relationships and how and where to use them together.After an introduction to programming concepts, the book presents both well-known and lesser-known computation models ("programming paradigms"). Each model has its own set of techniques and each is included on the basis of its usefulness in practice. The general models include declarative programming, declarative concurrency, message-passing concurrency, explicit state, object-oriented programming, shared-state concurrency, and relational programming. Specialized models include graphical user interface programming, distributed programming, and constraint programming. Each model is based on its kernel language—a simple core language that consists of a small number of programmer- significant elements. The kernel languages are introduced progressively, adding concepts one by one, thus showing the deep relationships between different models. The kernel languages are defined precisely in terms of a simple abstract machine. Because a wide variety of languages and programming paradigms can be modeled by a small set of closely related kernel languages, this approach allows programmer and student to grasp the underlying unity of programming. The book has many program fragments and exercises, all of which can be run on the Mozart Programming System, an Open Source software package that features an interactive incremental development environment.

    Second, professional services are highly personalized, involving the skills of individuals. Such firms must therefore compete not only for clients but also for talented professionals. Drawing on more than ten years of research and consulting to these unique and creative companies, David Maister explores issues ranging from marketing and business development to multinational strategies, human resources policies to profit improvement, strategic planning to effective leadership. While these issues can be complex, Maister simplifies them by recognizing that “every professional service firm in the world, regardless of size, specific profession, or country of operation, has the same mission statement: outstanding service to clients, satisfying careers for its people, and financial success for its owners.”

    It's not about power or popularity, but about making the people around you feel heard, comfortable, and understood.While it may seem like some folks are born with a commanding presence that draws people in, the fact is anyone can learn to communicate in ways that consistently build powerful connections. Bestselling author and leadership expert John C. Maxwell offers advice for effective communication to those who continually run into obstacles when it comes to personal success.In Everyone Communicates, Few Connect, Maxwell shares five principles and five practices to develop connection skills including:finding common ground;keeping your communication simple;capturing people’s interest;how to create an experience everyone enjoys;and staying authentic in all your relationships.Your ability to achieve results in any organization is directly tied to the leadership skills in your toolbox. Connecting is an easy-to-learn skill you can apply today in your personal, professional, and family relationships to start living your best life.

    That’s the breakthrough message of TOMS’ One for One movement. You don’t have to be rich to give back and you don’t have to retire to spend every day doing what you love. You can find profit, passion, and meaning all at once—right now.    In Start Something That Matters, Blake Mycoskie tells the story of TOMS, one of the fastest-growing shoe companies in the world, and combines it with lessons learned from such other innovative organizations such as Method Products, charity: water, FEED Projects, and TerraCycle. Blake presents the six simple keys for creating or transforming your own life and business, from discovering your core story to being resourceful without resources; from overcoming fear and doubt to incorporating giving into every aspect of your life. No matter what kind of change you’re considering, Start Something That Matters gives you the stories, ideas, and practical tips that can help you get started.   Why this book is for you:  • You’re ready to make a difference in the world—through your own start-up business, a nonprofit organization, or a new project that you create within your current job.• You want to love your work, work for what you love, and have a positive impact on the world—all at the same time.• You’re inspired by charity: water, method, and FEED Projects and want to learn how these organizations got their start. • You’re curious about how someone who never made a pair of shoes, attended fashion school, or worked in retail created one of the fastest-growing footwear companies in the world by giving shoes away.• You’re looking for a new model of success to share with your children, students, co-workers, and members of your community. You’re ready to start something that matters.