Edited by the Sustainability Institute’s Diana Wright, this essential primer brings systems thinking out of the realm of computers and equations and into the tangible world, showing readers how to develop the systems-thinking skills that thought leaders across the globe consider critical for 21st-century life.Some of the biggest problems facing the world—war, hunger, poverty, and environmental degradation—are essentially system failures. They cannot be solved by fixing one piece in isolation from the others, because even seemingly minor details have enormous power to undermine the best efforts of too-narrow thinking.While readers will learn the conceptual tools and methods of systems thinking, the heart of the book is grander than methodology. Donella Meadows was known as much for nurturing positive outcomes as she was for delving into the science behind global dilemmas. She reminds readers to pay attention to what is important, not just what is quantifiable, to stay humble, and to stay a learner.In a world growing ever more complicated, crowded, and interdependent, Thinking in Systems helps readers avoid confusion and helplessness, the first step toward finding proactive and effective solutions.

    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.

    Start with two pushups a day, not a two-hour workout; or five deep breaths each morning rather than an hour of meditation. In Tiny Habits, B.J. Fogg brings his experience coaching more than 40,000 people to help you lose weight, de-stress, sleep better, or achieve any goal of your choice.  You just need Fogg’s behavior formula: make it easy, make it fit your life, and make it rewarding. Whenever you get in your car, take one yoga breath. Smile.  Whenever you get in bed, turn off your phone. Give yourself a high five. Change can be easy—once it starts, it grows.  Let B.J. Fogg show you exactly how.

    For many others, it's terrifying. After all, a stable job that delivers a regular paycheck is a blessing. And not everyone has the means or the desire to take on the risks and responsibilities of working for themselves.But what if we could quickly and easily create an additional stream of income without giving up the security of a full-time job? Enter the side hustle.Chris Gullibeau is no stranger to this world, having launched more than a dozen side hustles over his career. Here, he offers a step-by-step guide that takes you from idea to income in just 27 days.Designed for the busy and impatient, this detailed roadmap will show you how to select, launch, refine, and make money from your side hustle in under a month. You'll learn how to:- Brainstorm, borrow, and steal to build an arsenal of great side hustle ideas (day 3) - Apply "Tinder for Side Hustle" logic to pick the best idea at any time (day 6) - Learn, gather, or create everything you need to launch; then set up a real life way to get paid (days 13-14) - Start raking in the money by channeling your inner Girl Scout (day 18) - Master the art of deals, discounts, and special offers (day 21) - Raise your game: improve, expand, or make more money off your hustle (days 24-26)A side hustle is more than just another stream of income, it's also the new job security. When you receive paychecks from different sources, it allows you to take more chances in your "regular" career. More income means more options. More options equals freedom. You don't need entrepreneurial experience to launch a profitable side hustle. You don't have to have an MBA, or know how to code, or be an expert marketer. You don't need employees or investors. With Chris as a guide, anyone can make more money, pursue a passion, and enjoy greater security - without quitting their day job.

    The best salespeople don't just build relationships with customers. They challenge them. The need to understand what top-performing reps are doing that their average performing colleagues are not drove Matthew Dixon, Brent Adamson, and their colleagues at Corporate Executive Board to investigate the skills, behaviors, knowledge, and attitudes that matter most for high performance. And what they discovered may be the biggest shock to conventional sales wisdom in decades.Based on an exhaustive study of thousands of sales reps across multiple industries and geographies, The Challenger Sale argues that classic relationship building is a losing approach, especially when it comes to selling complex, large-scale business-to-business solutions. The authors' study found that every sales rep in the world falls into one of five distinct profiles, and while all of these types of reps can deliver average sales performance, only one-the Challenger- delivers consistently high performance.Instead of bludgeoning customers with endless facts and features about their company and products, Challengers approach customers with unique insights about how they can save or make money. They tailor their sales message to the customer's specific needs and objectives. Rather than acquiescing to the customer's every demand or objection, they are assertive, pushing back when necessary and taking control of the sale.The things that make Challengers unique are replicable and teachable to the average sales rep. Once you understand how to identify the Challengers in your organization, you can model their approach and embed it throughout your sales force. The authors explain how almost any average-performing rep, once equipped with the right tools, can successfully reframe customers' expectations and deliver a distinctive purchase experience that drives higher levels of customer loyalty and, ultimately, greater growth.

    Nothing could be further from the truth. In Behind Every Good Decision, authors and analytics experts Piyanka Jain and Puneet Sharma demonstrate how professionals at any level can take the information at their disposal and leverage it to make better decisions. The authors’ streamlined frame work demystifies the process of business analytics and helps anyone move from data to decisions in just five steps…using only Excel as a tool. Readers will learn how to: Clarify the business question • Lay out a hypothesis-driven plan • Pull relevant data • Convert it to insights • Make decisions that make an impact Packed with examples and exercises, this refreshingly accessible book explains the four fundamental analytic techniques that can help solve a surprising 80% of all business problems. Business analytics isn’t rocket science—it’s a simple problem-solving tool that can help companies increase revenue, decrease costs, improve products, and delight customers. And who doesn’t want to do that?

    A Problem2. Peter Pigeonhole Prepared A Petition3. What's Your Problem?Part 2: What is The Problem?4. Billy Brighteyes Bests The Bidders5. Billy Bites His Tongue6. Billy Back To The BiddersPart 3: What is The Problem Really?7. The Endless Chain8. Missing The Misfit9. Landing On The Level10. Mind Your MeaningPart 4: Whose Problem Is It?11. Smoke Gets In Your Eyes12. The Campus That Was All Spaced Out13. The Lights At The End Of The TunnelPart 5: Where Does It Come From?14. Janet Jaworski Joggles A Jerk15. Mister Matczyszyn Mends The Matter16. Make-Works And Take-Credits17. Examinations And Other PuzzlesPart 6: Do We Really Want To Solve It?18. Tom Tireless Tinkers With Toys19. Patience Plays Politics20. A Priority Assignment

    Progressive Insurance tracks real-time customer driving patterns and uses that information to offer rates truly commensurate with individual safety. Google accurately predicts local flu outbreaks based upon thousands of user search queries. Amazon provides remarkably insightful, relevant, and timely product recommendations to its hundreds of millions of customers. Quantcast lets companies target precise audiences and key demographics throughout the Web. NASA runs contests via gamification site TopCoder, awarding prizes to those with the most innovative and cost-effective solutions to its problems. Explorys offers penetrating and previously unknown insights into healthcare behavior.How do these organizations and municipalities do it? Technology is certainly a big part, but in each case the answer lies deeper than that. Individuals at these organizations have realized that they don't have to be Nate Silver to reap massive benefits from today's new and emerging types of data. And each of these organizations has embraced Big Data, allowing them to make astute and otherwise impossible observations, actions, and predictions.It's time to start thinking big.In Too Big to Ignore, recognized technology expert and award-winning author Phil Simon explores an unassailably important trend: Big Data, the massive amounts, new types, and multifaceted sources of information streaming at us faster than ever. Never before have we seen data with the volume, velocity, and variety of today. Big Data is no temporary blip of fad. In fact, it is only going to intensify in the coming years, and its ramifications for the future of business are impossible to overstate.Too Big to Ignore explains why Big Data is a big deal. Simon provides commonsense, jargon-free advice for people and organizations looking to understand and leverage Big Data. Rife with case studies, examples, analysis, and quotes from real-world Big Data practitioners, the book is required reading for chief executives, company owners, industry leaders, and business professionals.

    Under such pressure to stay alive—let alone grow—it’s easy for entrepreneurs to get caught up in a never-ending cycle of “sell it—do it, sell it—do it” that leaves them exhausted, frustrated, and unable to get ahead no matter how hard they try.This is the exact situation Mike Michalowicz found himself in when he was trying to grow his first company. Although it was making steady money, there was never very much left over and he was chasing customers left and right, putting in twenty-eight-hour days, eight days a week. The punishing grind never let up. His company was alive but stunted, and he was barely breathing. That’s when he discovered an unlikely source of inspiration—pumpkin farmers.After reading an article about a local farmer who had dedicated his life to growing giant pump­kins, Michalowicz realized the same process could apply to growing a business. He tested the Pumpkin Plan on his own company and transformed it into a remarkable, multimillion-dollar industry leader. First he did it for himself. Then for others. And now you. So what is the Pumpkin Plan?Plant the right seeds: Don’t waste time doing a bunch of different things just to please your customers. Instead, identify the thing you do better than anyone else and focus all of your attention, money, and time on figuring out how to grow your company doing it. Weed out the losers: In a pumpkin patch small, rotten pumpkins stunt the growth of the robust, healthy ones. The same is true of customers. Figure out which customers add the most value and provide the best opportunities for sustained growth. Then ditch the worst of the worst. Nurture the winners: Once you figure out who your best customers are, blow their minds with care. Discover their unfulfilled needs, innovate to make their wishes come true, and overdeliver on every single promise.Full of stories of other successful entrepreneurs, The Pumpkin Plan guides you through unconven­tional strategies to help you build a truly profitable blue-ribbon company that is the best in its field.

    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.

    I learned about myself and learned lessons I will carry with me and reflect on for the rest of my life.”—John W. Fanning, Founding Chairman and CEO napster Inc.“An unusually nuanced view of high-performance cultures.” —Inc.Within each corporation are anywhere from a few to hundreds of separate tribes. In Tribal Leadership, Dave Logan, John King, and Halee Fischer-Wright demonstrate how these tribes develop—and show you how to assess them and lead them to maximize productivity and growth. A business management book like no other, Tribal Leadership is an essential tool to help managers and business leaders take better control of their organizations by utilizing the unique characteristics of the tribes that exist within.

    People need to be effective.Productivity books focus on doing more, Jim and Tonianne want you to focus on doing better. Personal Kanban is about choosing the right work at the right time. Recognizing why we do the things we do. Understanding the impact of our actions. Creating value - not just product. For ourselves, our families, our friends, our co-workers. For our legacy.Personal Kanban takes the same Lean principles from manufacturing that led the Japanese auto industry to become a global leader in quality, and applies them to individual and team work. Personal Kanban asks only that we visualize our work and limit our work-in-progress. Visualizing work allows us to transform our conceptual and threatening workload into an actionable, context-sensitive flow. Limiting our work-in-progress helps us complete what we start and understand the value of our choices. Combined, these two simple acts encourage us to improve the way we work and the way we make choices to balance our personal, professional, and social lives.Neither a prescription nor a plan, Personal Kanban provides a light, actionable, achievable framework for understanding our work and its context. This book describes why students, parents, business leaders, major corporations, and world governments all see immediate results with Personal Kanban.

     It is easy to be overwhelmed by the amount of information we encounter each day. Whether at work, at school, or in our personal endeavors, there’s a deepening (and inescapable) need for people to work with and understand information. Information architecture is the way that we arrange the parts of something to make it understandable as a whole. When we make things for others to use, the architecture of information that we choose greatly affects our ability to deliver our intended message to our users. We all face messes made of information and people. I define the word “mess” the same way that most dictionaries do: “A situation where the interactions between people and information are confusing or full of difficulties.” — Who doesn’t bump up against messes made of information and people every day? This book provides a seven step process for making sense of any mess. Each chapter contains a set of lessons as well as workbook exercises architected to help you to work through your own mess.

    Drawing on Lopp's management experiences at Apple, Netscape, Symantec, and Borland, this book is full of stories based on companies in the Silicon Valley where people have been known to yell at each other. It is a place full of dysfunctional bright people who are in an incredible hurry to find the next big thing so they can strike it rich and then do it all over again. Among these people are managers, a strange breed of people who through a mystical organizational ritual have been given power over your future and your bank account.Whether you're an aspiring manager, a current manager, or just wondering what the heck a manager does all day, there is a story in this book that will speak to you.

    Shattering the myth of muses, higher powers, even creative “types,” Jonah Lehrer demonstrates that creativity is not a single gift possessed by the lucky few. It’s a variety of distinct thought processes that we can all learn to use more effectively.Lehrer reveals the importance of embracing the rut, thinking like a child, daydreaming productively, and adopting an outsider’s perspective (travel helps). He unveils the optimal mix of old and new partners in any creative collaboration, and explains why criticism is essential to the process. Then he zooms out to show how we can make our neighborhoods more vibrant, our companies more productive, and our schools more effective.You’ll learn about Bob Dylan’s writing habits and the drug addictions of poets. You’ll meet a Manhattan bartender who thinks like a chemist, and an autistic surfer who invented an entirely new surfing move. You’ll see why Elizabethan England experienced a creative explosion, and how Pixar’s office space is designed to spark the next big leap in animation.Collapsing the layers separating the neuron from the finished symphony, Imagine reveals the deep inventiveness of the human mind, and its essential role in our increasingly complex world. http://www.jonahlehrer.com/