Although women surf the Web in equal numbers to men and make a majority of online purchases, few are involved in the design and creation of new technology. It is mostly men whose perspectives and priorities inform the development of computing innovations and who reap the lion's share of the financial rewards. As only a small fraction of high school and college computer science students are female, the field is likely to remain a male clubhouse, absent major changes.In Unlocking the Clubhouse, social scientist Jane Margolis and computer scientist and educator Allan Fisher examine the many influences contributing to the gender gap in computing. The book is based on interviews with more than 100 computer science students of both sexes from Carnegie Mellon University, a major center of computer science research, over a period of four years, as well as classroom observations and conversations with hundreds of college and high school faculty. The interviews capture the dynamic details of the female computing experience, from the family computer kept in a brother's bedroom to women's feelings of alienation in college computing classes. The authors investigate the familial, educational, and institutional origins of the computing gender gap. They also describe educational reforms that have made a dramatic difference at Carnegie Mellon--where the percentage of women entering the School of Computer Science rose from 7% in 1995 to 42% in 2000--and at high schools around the country.

    Quincy Jones, Diane Keaton, Gloria Steinem, Julia Roberts, John Cleese and David Bowie are just a few of his celebrity alumni. Writers, producers, development executives and agents all flock to his lecture series, praising it as a mesmerizing and intense learning experience. In Story, McKee expands on the concepts he teaches in his $450 seminars (considered a must by industry insiders), providing readers with the most comprehensive, integrated explanation of the craft of writing for the screen. No one better understands how all the elements of a screenplay fit together, and no one is better qualified to explain the "magic" of story construction and the relationship between structure and character than Robert McKee.

    This comprehensive guide is intended to advance the progress of designers seeking to deepen their typographic expertise. Typography Essentials is a practical, hands-on resource to distill, organize, and compartmentalize—but not to oversimplify—the many complex issues surrounding the effective use of typography. It is for designers of every medium in which type plays a major role, and is organized and designed to make the process enjoyable and entertaining, as well as instructional.This book is divided into four easy-to-use sections: The Letter, The Word, The Paragraph, and The Page. Each of the 100 principles has an explanation and examples representing the principle in action.

    Many of us love to tell them, and even dream of making a living from it too. But what is a story? Hundreds of books about screenwriting and storytelling have been written, but none of them ask 'Why?' Why do we tell stories? And why do all stories function in an eerily similar way? John Yorke has been telling stories almost his entire adult life, and the more he has done it, the more he has asked himself why? Every great thinker or writer has their theories: Aristotle, David Hare, Lajos Egri, Robert McKee, Gustav Freytag, David Mamet, Christopher Booker, Charlie Kaufman, William Goldman and Aaron Sorkin - all have offered insightful and illuminating answers. Here, John Yorke draws on these figures and more as he takes us on a historical, philosophical, scientific and psychological journey to the heart of all storytelling.What he reveals is that there truly is a unifying shape to narrative - one that echoes the great fairytale journey into the woods, and one, like any great art, that comes from deep within. Much more than a 'how to write' book, Into the Woods is an exploration of this fundamental structure underneath all narrative forms, from film and television to theatre and novel-writing. With astonishing detail and wisdom, John Yorke explains to us a phenomenon that, whether it is as a simple fable, or a big-budget 3D blockbuster, most of us experience almost every day of our lives.

    Brimming with examples, quotes, and case studies that include an illuminating discussion of Max Perkins's editorial collaboration with F. Scott Fitzgerald on The Great Gatsby, this book proves how fundamental editing is to great writing. Bell also offers strategic tips and exercises for self-editing, and a series of remarkable interviews, that take us into the studios of established authors such as Michael Ondaatje, Tracy Kidder, and Ann Patchett to learn from their various approaches to shaping their work after its initial creation. Much more than a manual, The Artful Edit inspires readers to think about both the discipline and the creativity of editing and how editing can enhance their work. A vigorous investigation into the history and meaning of the edit, this book, like The Triggering Town and The Elements of Style, is a must-have companion for every writer.

    Their dedication and hard work have yielded an authoritative volume that defines and classifies mental disorders in order to improve diagnoses, treatment, and research.The criteria are concise and explicit, intended to facilitate an objective assessment of symptom presentations in a variety of clinical settings -- inpatient, outpatient, partial hospital, consultation-liaison, clinical, private practice, and primary care. New features and enhancements make DSM-5 easier to use across all settings:- The chapter organization reflects a lifespan approach, with disorders typically diagnosed in childhood (such as neurodevelopmental disorders) at the beginning of the manual, and those more typical of older adults (such as neurocognitive disorders) placed at the end. Also included are age-related factors specific to diagnosis. - The latest findings in neuroimaging and genetics have been integrated into each disorder along with gender and cultural considerations.- The revised organizational structure recognizes symptoms that span multiple diagnostic categories, providing new clinical insight in diagnosis. - Specific criteria have been streamlined, consolidated, or clarified to be consistent with clinical practice (including the consolidation of autism disorder, Asperger's syndrome, and pervasive developmental disorder into autism spectrum disorder; the streamlined classification of bipolar and depressive disorders; the restructuring of substance use disorders for consistency and clarity; and the enhanced specificity for major and mild neurocognitive disorders).- Dimensional assessments for research and validation of clinical results have been provided.- Both ICD-9-CM and ICD-10-CM codes are included for each disorder, and the organizational structure is consistent with the new ICD-11 in development.The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, is the most comprehensive, current, and critical resource for clinical practice available to today's mental health clinicians and researchers of all orientations. The information contained in the manual is also valuable to other physicians and health professionals, including psychologists, counselors, nurses, and occupational and rehabilitation therapists, as well as social workers and forensic and legal specialists.

    In this new book Hawking takes us to the cutting edge of theoretical physics, where truth is often stranger than fiction, to explain in laymen's terms the principles that control our universe. Like many in the community of theoretical physicists, Professor Hawking is seeking to uncover the grail of science - the elusive Theory of Everything that lies at the heart of the cosmos. In his accessible and often playful style, he guides us on his search to uncover the secrets of the universe - from supergravity to supersymmetry, from quantum theory to M-theory, from holography to duality. He takes us to the wild frontiers of science, where superstring theory and p-branes may hold the final clue to the puzzle. And he lets us behind the scenes of one of his most exciting intellectual adventures as he seeks "to combine Einstein's General Theory of Relativity and Richard Feynman's idea of multiple histories into one complete unified theory that will describe everything that happens in the universe." With characteristic exuberance, Professor Hawking invites us to be fellow travelers on this extraordinary voyage through space-time. Copious four-color illustrations help clarify this journey into a surreal wonderland where particles, sheets, and strings move in eleven dimensions; where black holes evaporate and disappear, taking their secret with them; and where the original cosmic seed from which our own universe sprang was a tiny nut. The Universe in a Nutshell is essential reading for all of us who want to understand the universe in which we live. Like its companion volume, A Brief History of Time, it conveys the excitement felt within the scientific community as the secrets of the cosmos reveal themselves.

    Meanwhile, people with important ideas--entrepreneurs, teachers, politicians, and journalists--struggle to make them "stick."In Made to Stick, Chip and Dan Heath reveal the anatomy of ideas that stick and explain ways to make ideas stickier, such as applying the human scale principle, using the Velcro Theory of Memory, and creating curiosity gaps. Along the way, we discover that sticky messages of all kinds--from the infamous "kidney theft ring" hoax to a coach's lessons on sportsmanship to a vision for a new product at Sony--draw their power from the same six traits.Made to Stick will transform the way you communicate. It's a fast-paced tour of success stories (and failures): the Nobel Prize-winning scientist who drank a glass of bacteria to prove a point about stomach ulcers; the charities who make use of the Mother Teresa Effect; the elementary-school teacher whose simulation actually prevented racial prejudice.Provocative, eye-opening, and often surprisingly funny, Made to Stick shows us the vital principles of winning ideas--and tells us how we can apply these rules to making our own messages stick.

    If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you'll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills

    For managers and teachers -- and anyone else who talks and expects someone to listen -- Confessions of a Public Speaker provides an insider's perspective on how to effectively present ideas to anyone. It's a unique, entertaining, and instructional romp through the embarrassments and triumphs Scott has experienced over 15 years of speaking to crowds of all sizes.With lively lessons and surprising confessions, you'll get new insights into the art of persuasion -- as well as teaching, learning, and performance -- directly from a master of the trade.Highlights include:Berkun's hard-won and simple philosophy, culled from years of lectures, teaching courses, and hours of appearances on NPR, MSNBC, and CNBCPractical advice, including how to work a tough room, the science of not boring people, how to survive the attack of the butterflies, and what to do when things go wrongThe inside scoop on who earns $30,000 for a one-hour lecture and whyThe worst -- and funniest -- disaster stories you've ever heard (plus countermoves you can use)Filled with humorous and illuminating stories of thrilling performances and real-life disasters, Confessions of a Public Speaker is inspirational, devastatingly honest, and a blast to read.

    This highly anticipated fourth edition of the most ...Download Link : readmeaway.com/download?i=0128042915            0128042915 Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) PDF by Ian H. WittenRead Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems) PDF from Morgan Kaufmann,Ian H. WittenDownload Ian H. Witten's PDF E-book Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)

    They drive us to act out our dreams and ambitions, and shape our politics and beliefs. We use them to construct our relationships, to keep order in our law courts, to interpret events in our newspapers and social media. Storytelling is an essential part of what makes us human.There have been many attempts to understand what makes a good story – from Joseph Campbell’s well-worn theories about myth and archetype to recent attempts to crack the ‘Bestseller Code’. But few have used a scientific approach. This is curious, for if we are to truly understand storytelling in its grandest sense, we must first come to understand the ultimate storyteller – the human brain.In this scalpel-sharp, thought-provoking book, Will Storr demonstrates how master storytellers manipulate and compel us, leading us on a journey from the Hebrew scriptures to Mr Men, from Booker Prize-winning literature to box set TV. Applying dazzling psychological research and cutting-edge neuroscience to the foundations of our myths and archetypes, he shows how we can use these tools to tell better stories – and make sense of our chaotic modern world.

    The author's objective is to offer an understanding of what leads to these moments, be it the excitement of the artist at the easel or the scientist in the lab, so that knowledge can be used to enrich people's lives. Drawing on 100 interviews with exceptional people, from biologists and physicists to politicians and business leaders, poets and artists, as well as his 30 years of research on the subject, Csikszentmihalyi uses his famous theory to explore the creative process. He discusses such ideas as why creative individuals are often seen as selfish and arrogant, and why the tortured genius is largely a myth. Most important, he clearly explains why creativity needs to be cultivated and is necessary for the future of our country, if not the world.

    His discussions of diction, syntax, tone, meaning, composition, and revision guide the reader through the technique of making the written word clear and agreeable to read. Exercises, model passages both literary and casual, and hundreds of amusing examples of usage gone wrong show how to choose the right path to self-expression in forceful and distinctive words.

    James Paul Gee begins his new book with 'I want to talk about vide games- yes, even violent video games - and say some positive things about them'. With this simple but explosive beginning, one of America's most well-respected professors of education looks seriously at the good that can come from playing video games. Gee is interested in the cognitive development that can occur when someone is trying to escape a maze, find a hidden treasure and, even, blasting away an enemy with a high-powered rifle. Talking about his own video-gaming experience learning and using games as diverse as Lara Croft and Arcanum, Gee looks at major specific cognitive activities: How individuals develop a sense of identity; How one grasps meaning; How one evaluates and follows a command; How one picks a role model; How one perceives the world.