Grit: The Power of Passion and Perseverance


Angela Duckworth - 2016
    Rather, other factors can be even more crucial such as identifying our passions and following through on our commitments.Drawing on her own powerful story as the daughter of a scientist who frequently bemoaned her lack of smarts, Duckworth describes her winding path through teaching, business consulting, and neuroscience, which led to the hypothesis that what really drives success is not genius, but a special blend of passion and long-term perseverance. As a professor at the University of Pennsylvania, Duckworth created her own character lab and set out to test her theory.Here, she takes readers into the field to visit teachers working in some of the toughest schools, cadets struggling through their first days at West Point, and young finalists in the National Spelling Bee. She also mines fascinating insights from history and shows what can be gleaned from modern experiments in peak performance. Finally, she shares what she's learned from interviewing dozens of high achievers; from JP Morgan CEO Jamie Dimon to the cartoon editor of The New Yorker to Seattle Seahawks Coach Pete Carroll.Winningly personal, insightful, and even life-changing, Grit is a book about what goes through your head when you fall down, and how that not talent or luck makes all the difference.

Hands-On Machine Learning with Scikit-Learn and TensorFlow


Aurélien Géron - 2017
    Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

The Artist's Way: A Spiritual Path to Higher Creativity


Julia Cameron - 1992
    An international bestseller, millions of readers have found it to be an invaluable guide to living the artist’s life. Still as vital today—or perhaps even more so—than it was when it was first published one decade ago, it is a powerfully provocative and inspiring work. In a new introduction to the book, Julia Cameron reflects upon the impact of The Artist’s Way and describes the work she has done during the last decade and the new insights into the creative process that she has gained. Updated and expanded, this anniversary edition reframes The Artist’s Way for a new century.

Game Over, Press Start to Continue: How Nintendo Conquered the World


David Sheff - 1993
    Whether it is recounting the struggles over the game"Tetris," offering blow-by-blow narrative of Nintendo's bitter legal warfare or its see-saw competition with other companies for market leadership, Game Over is a masterful piece of business journalism and technical reportage-a book both cautionary and hugely entertaining.

The Back of the Napkin: Solving Problems and Selling Ideas with Pictures


Dan Roam - 2008
    Three dots to represent Dallas, Houston, and San Antonio. Three arrows to show direct flights. Problem solved, and the picture made it easy to sell Southwest Airlines to investors and customers. Used properly, a simple drawing on a humble napkin is more powerful than Excel or PowerPoint. It can help crystallize ideas, think outside the box, and communicate in a way that people simply “get”. In this book Dan Roam argues that everyone is born with a talent for visual thinking, even those who swear they can’t draw. Drawing on twenty years of visual problem solving combined with the recent discoveries of vision science, this book shows anyone how to clarify a problem or sell an idea by visually breaking it down using a simple set of visual thinking tools – tools that take advantage of everyone’s innate ability to look, see, imagine, and show. THE BACK OF THE NAPKIN proves that thinking with pictures can help anyone discover and develop new ideas, solve problems in unexpected ways, and dramatically improve their ability to share their insights. This book will help readers literally see the world in a new way.

The Art of Work


Jeff Goins - 2015
    This is a book about discovering your life's work, that treasure of immeasurable worth we all long for. Its about the task you were born to do. As Jeff Goins explains, the search begins with passion but does not end there. Only when our interests connect with the needs of the world do we begin living for a larger purpose. Those who experience this intersection experience something exceptional and enviable. Though it is rare, such a life is attainable by anyone brave enough to try. Through personal experience, compelling case studies, and current research on the mysteries of motivation and talent, Jeff shows readers how to find their vocation and what to expect along the way.

Your Brain at Work: Strategies for Overcoming Distraction, Regaining Focus, and Working Smarter All Day Long


David Rock - 2009
    Their lives, like all of ours, are filled with a bewildering blizzard of emails, phone calls, yet more emails, meetings, projects, proposals, and plans. Just staying ahead of the storm has become a seemingly insurmountable task.In this book, we travel inside Emily and Paul's brains as they attempt to sort the vast quantities of information they're presented with, figure out how to prioritize it, organize it and act on it. Fortunately for Emily and Paul, they're in good hands: David Rock knows how the brain works-and more specifically, how it works in a work setting. Rock shows how it's possible for Emily and Paul, and thus the reader, not only to survive in today's overwhelming work environment but succeed in it-and still feel energized and accomplished at the end of the day.YOUR BRAIN AT WORK explores issues such as:- why our brains feel so taxed, and how to maximize our mental resources- why it's so hard to focus, and how to better manage distractions- how to maximize your chance of finding insights that can solve seemingly insurmountable problems- how to keep your cool in any situation, so that you can make the best decisions possible- how to collaborate more effectively with others- why providing feedback is so difficult, and how to make it easier- how to be more effective at changing other people's behavior

The Craftsman


Richard Sennett - 2008
    The computer programmer, the doctor, the artist, and even the parent and citizen all engage in a craftsman’s work. In this thought-provoking book, Sennett explores the work of craftsmen past and present, identifies deep connections between material consciousness and ethical values, and challenges received ideas about what constitutes good work in today’s world. The Craftsman engages the many dimensions of skill—from the technical demands to the obsessive energy required to do good work. Craftsmanship leads Sennett across time and space, from ancient Roman brickmakers to Renaissance goldsmiths to the printing presses of Enlightenment Paris and the factories of industrial London; in the modern world he explores what experiences of good work are shared by computer programmers, nurses and doctors, musicians, glassblowers, and cooks. Unique in the scope of his thinking, Sennett expands previous notions of crafts and craftsmen and apprises us of the surprising extent to which we can learn about ourselves through the labor of making physical things.

The Achievement Habit: Stop Wishing, Start Doing, and Take Command of Your Life


Bernard Roth - 2015
    It’s a muscle, and once you learn how to flex it, you’ll be able to meet life’s challenges and fulfill your goals, Bernard Roth, Academic Director at the Stanford d.school contends.In The Achievement Habit, Roth applies the remarkable insights that stem from design thinking—previously used to solve large scale projects—to help us realize the power for positive change we all have within us. Roth leads us through a series of discussions, stories, recommendations, and exercises designed to help us create a different experience in our lives. He shares invaluable insights we can use to gain confidence to do what we’ve always wanted and overcome obstacles that hamper us from reaching our potential, including:Don’t try—DO; Excuses are self-defeating; Believe you are a doer and achiever and you’ll become one; Build resiliency by reinforcing what you do rather than what you accomplish; Learn to ignore distractions that prevent you from achieving your goals; Become open to learning from your own experience and from those around you; And more.The brain is complex and is always working with our egos to sabotage our best intentions. But we can be mindful; we can create habits that make our lives better. Thoughtful and powerful The Achievement Habit shows you how.

Physically Based Rendering: From Theory to Implementation


Matt Pharr - 2004
    The result is a stunning achievement in graphics education. Through the ideas and software in this book, you will learn to design and employ a full-featured rendering system for creating stunning imagery.This new edition greatly refines its best-selling predecessor by streamlining all obsolete code as well as adding sections on parallel rendering and system design; animating transformations; multispectral rendering; realistic lens systems; blue noise and adaptive sampling patterns and reconstruction; measured BRDFs; and instant global illumination, as well as subsurface and multiple-scattering integrators.These updates reflect the current state-of-the-art technology, and along with the lucid pairing of text and code, ensure the book's leading position as a reference text for those working with images, whether it is for film, video, photography, digital design, visualization, or gaming.

Learning Python


Mark Lutz - 2003
    Python is considered easy to learn, but there's no quicker way to mastery of the language than learning from an expert teacher. This edition of "Learning Python" puts you in the hands of two expert teachers, Mark Lutz and David Ascher, whose friendly, well-structured prose has guided many a programmer to proficiency with the language. "Learning Python," Second Edition, offers programmers a comprehensive learning tool for Python and object-oriented programming. Thoroughly updated for the numerous language and class presentation changes that have taken place since the release of the first edition in 1999, this guide introduces the basic elements of the latest release of Python 2.3 and covers new features, such as list comprehensions, nested scopes, and iterators/generators. Beyond language features, this edition of "Learning Python" also includes new context for less-experienced programmers, including fresh overviews of object-oriented programming and dynamic typing, new discussions of program launch and configuration options, new coverage of documentation sources, and more. There are also new use cases throughout to make the application of language features more concrete. The first part of "Learning Python" gives programmers all the information they'll need to understand and construct programs in the Python language, including types, operators, statements, classes, functions, modules and exceptions. The authors then present more advanced material, showing how Python performs common tasks by offering real applications and the libraries available for those applications. Each chapter ends with a series of exercises that will test your Python skills and measure your understanding."Learning Python," Second Edition is a self-paced book that allows readers to focus on the core Python language in depth. As you work through the book, you'll gain a deep and complete understanding of the Python language that will help you to understand the larger application-level examples that you'll encounter on your own. If you're interested in learning Python--and want to do so quickly and efficiently--then "Learning Python," Second Edition is your best choice.

Beginning C++ Through Game Programming


Michael Dawson - 2004
    If you aspire to move from game player to game creator, it all starts with learning the fundamentals of C++ and game-programming basics. With BEGINNING C++ THROUGH GAME PROGRAMMING, FOURTH EDITION, you will find an up-to-date and thorough introduction to everything you need to get started—with no previous programming experience required. In the new fourth edition of this popular guide to learning C++, you will work with a complete program while learning each new concept and a game program at the end of each chapter. A final game project at the end of the book draws together everything you’ve learned. Written with the beginning programmer in mind, BEGINNING C++ THROUGH GAME PROGRAMMING, FOURTH EDITION is a great way to get started in game programming

The Tipping Point: How Little Things Can Make a Big Difference


Malcolm Gladwell - 2000
    Just as a single sick person can start an epidemic of the flu, so too can a small but precisely targeted push cause a fashion trend, the popularity of a new product, or a drop in the crime rate. This widely acclaimed bestseller, in which Malcolm Gladwell explores and brilliantly illuminates the tipping point phenomenon, is already changing the way people throughout the world think about selling products and disseminating ideas.Gladwell introduces us to the particular personality types who are natural pollinators of new ideas and trends, the people who create the phenomenon of word of mouth. He analyzes fashion trends, smoking, children's television, direct mail, and the early days of the American Revolution for clues about making ideas infectious, and visits a religious commune, a successful high-tech company, and one of the world's greatest salesmen to show how to start and sustain social epidemics.

Eloquent JavaScript: A Modern Introduction to Programming


Marijn Haverbeke - 2010
    I loved the tutorial-style game-like program development. This book rekindled my earliest joys of programming. Plus, JavaScript!" —Brendan Eich, creator of JavaScriptJavaScript is the language of the Web, and it's at the heart of every modern website from the lowliest personal blog to the mighty Google Apps. Though it's simple for beginners to pick up and play with, JavaScript is not a toy—it's a flexible and complex language, capable of much more than the showy tricks most programmers use it for.Eloquent JavaScript goes beyond the cut-and-paste scripts of the recipe books and teaches you to write code that's elegant and effective. You'll start with the basics of programming, and learn to use variables, control structures, functions, and data structures. Then you'll dive into the real JavaScript artistry: higher-order functions, closures, and object-oriented programming.Along the way you'll learn to:Master basic programming techniques and best practices Harness the power of functional and object-oriented programming Use regular expressions to quickly parse and manipulate strings Gracefully deal with errors and browser incompatibilities Handle browser events and alter the DOM structure Most importantly, Eloquent JavaScript will teach you to express yourself in code with precision and beauty. After all, great programming is an art, not a science—so why settle for a killer app when you can create a masterpiece?

Range: Why Generalists Triumph in a Specialized World


David Epstein - 2019
     Plenty of experts argue that anyone who wants to develop a skill, play an instrument, or lead their field should start early, focus intensely, and rack up as many hours of deliberate practice as possible. If you dabble or delay, you'll never catch up to the people who got a head start. But a closer look at research on the world's top performers, from professional athletes to Nobel laureates, shows that early specialization is the exception, not the rule.David Epstein examined the world's most successful athletes, artists, musicians, inventors, forecasters and scientists. He discovered that in most fields--especially those that are complex and unpredictable--generalists, not specialists, are primed to excel. Generalists often find their path late, and they juggle many interests rather than focusing on one. They're also more creative, more agile, and able to make connections their more specialized peers can't see.Provocative, rigorous, and engrossing, Range makes a compelling case for actively cultivating inefficiency. Failing a test is the best way to learn. Frequent quitters end up with the most fulfilling careers. The most impactful inventors cross domains rather than deepening their knowledge in a single area. As experts silo themselves further while computers master more of the skills once reserved for highly focused humans, people who think broadly and embrace diverse experiences and perspectives will increasingly thrive.