Some are arcane, some simply hilarious—and one editor, Carol Fisher Saller, reads every single one of them. All too often she notes a classic author-editor standoff, wherein both parties refuse to compromise on the "rights" and "wrongs" of prose styling: "This author is giving me a fit." "I wish that I could just DEMAND the use of the serial comma at all times." "My author wants his preface to come at the end of the book. This just seems ridiculous to me. I mean, it’s not a post-face."In The Subversive Copy Editor, Saller casts aside this adversarial view and suggests new strategies for keeping the peace. Emphasizing habits of carefulness, transparency, and flexibility, she shows copy editors how to build an environment of trust and cooperation. One chapter takes on the difficult author; another speaks to writers themselves. Throughout, the focus is on serving the reader, even if it means breaking "rules" along the way. Saller’s own foibles and misadventures provide ample material: "I mess up all the time," she confesses. "It’s how I know things."Writers, Saller acknowledges, are only half the challenge, as copy editors can also make trouble for themselves. (Does any other book have an index entry that says "terrorists. See copy editors"?) The book includes helpful sections on e-mail etiquette, work-flow management, prioritizing, and organizing computer files. One chapter even addresses the special concerns of freelance editors.Saller’s emphasis on negotiation and flexibility will surprise many copy editors who have absorbed, along with the dos and don’ts of their stylebooks, an attitude that their way is the right way. In encouraging copy editors to banish their ignorance and disorganization, insecurities and compulsions, the Chicago Q&A presents itself as a kind of alter ego to the comparatively staid Manual of Style. In The Subversive Copy Editor, Saller continues her mission with audacity and good humor.

    The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. *NEW-Nontechnical learning material-Accompanies each part of the book. *NEW-The Internet as a sample application for intelligent systems-Added in several places including logical agents, planning, and natural language. *NEW-Increased coverage of material - Includes expanded coverage of: default reasoning and truth maintenance systems, including multi-agent/distributed AI and game theory; probabilistic approaches to learning including EM; more detailed descriptions of probabilistic inference algorithms. *NEW-Updated and expanded exercises-75% of the exercises are revised, with 100 new exercises. *NEW-On-line Java software. *Makes it easy for students to do projects on the web using intelligent agents. *A unified, agent-based approach to AI-Organizes the material around the task of building intelligent agents. *Comprehensive, up-to-date coverage-Includes a unified view of the field organized around the rational decision making pa

    Now they've developed the action plan that women all over the country requested - a guide to negotiation that starts before you get to the bargaining table.Ask for It explains why it's essential to ask (men do it all the time) and teaches you how to ask effectively, in ways that feel comfortable to you as a woman. Whether you currently avoid negotiating like the plague or consider yourself hard-charging and fearless, Babcock and Laschever's compelling stories of real women will help you recognize how much more you deserve whether it's a raise, that overdue promotion, an exciting new assignment, or even extra help around the house. Their four-phase program, backed by years of research, will show you how to identify what you're really worth, maximize your bargaining power, develop the best strategy for your situation, and manage the reactions and emotions that may arise on both sides. Guided step-by-step, you'll learn how to draw on the special strengths you bring to the negotiating table to reach agreements that benefit everyone involved.This collaborative, problem-solving approach will propel you to new places both professionally and personally and open doors you thought were closed. Because if you never hear no, you're not asking enough.

    A bestseller through six editions, Writing Fiction by novelists Janet Burroway and Elizabeth Stuckey-French explores the elements of fiction, providing practical writing techniques and concrete examples. Written in a tone that is personal and non-prescriptive, the text encourages students to develop proficiency through each step of the writing process, offering an abundance of exercises designed to spur writing and creativity. The text also integrates diverse, contemporary short stories in every chapter in the belief that the reading of inspiring fiction goes hand-in-hand with the writing of fresh and exciting stories.

    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.

    This unique case-based text places the reader squarely in the classroom while providing a framework that teaches readers to apply in-depth coverage of current and future computer, multimedia, Internet/intranet, distance learning, and audio/visual technologies to classroom instruction. Don't just read about technology integration - experience it! In addition to its' unique case-based approach the new edition now includes a new ASSURE Learning in Action DVD. This dvd, located in every copy of the text, provides current video of today's teachers using technology and media to improve learning for students across grade levels and content areas, rubric templates, a lesson plan builder, and skill-builder activites.

    But as the field evolves, designers enter the field from many disciplines. Practitioners today have enough experience in UI design that they have been exposed to design rules, but it is essential that they understand the psychology behind the rules in order to effectively apply them. In "Designing with the Mind in Mind," Jeff Johnson, author of the best selling "GUI Bloopers," provides designers with just enough background in perceptual and cognitive psychology that UI design guidelines make intuitive sense rather than being just a list of rules to follow. * The first practical, all-in-one source for practitioners on user interface design rules and why, when and how to apply them.* Provides just enough background into the reasoning behind interface design rules that practitioners can make informed decisions in every project.* Gives practitioners the insight they need to make educated design decisions when confronted with tradeoffs, including competing design rules, time constrictions, or limited resources.

    Using information gathered from interviews with over 100 social sector leaders, Jim Collins shows that his "Level 5 Leader" and other good-to-great principles can help social sector organizations make the leap to greatness.

    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.

    The authors review their earlier findings and then synthesize what has been learned since 1990 about college's influences on students' learning. The book also discusses the implications of the findings for research, practice, and public policy. This authoritative and comprehensive analysis of the literature on college-impact is required reading for anyone interested in higher education practice, policy, and promise3/4faculty, administrators, researchers, policy analysts, and decision-makers at every level.

    A brief, but insightful look at history shows the evolution of combat, the development of the physical and psychological leverage that enables humans to kill other humans, followed by an objective examination of domestic violence in America. The authors reveal the nature of the warrior, brave men and women who train their minds and bodies to go to that place from which others flee. After examining the incredible impact of a few true warriors in battle, On Combat presents new and exciting research as to how to train the mind to become inoculated to stress, fear and even pain.

    It is for teachers who refuse to harden their hearts, because they love learners, learning, and the teaching life." - Parker J. Palmer [from the Introduction] Teachers choose their vocation for reasons of the heart, because they care deeply about their students and about their subject. But the demands of teaching cause too many educators to lose heart. Is it possible to take heart in teaching once more so that we can continue to do what good teachers always do -- give heart to our students?In The Courage to Teach, Parker Palmer takes teachers on an inner journey toward reconnecting with their vocation and their students -- and recovering their passion for one of the most difficult and important of human endeavors.

    The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real data examples that have arisen from the authors' own applied research, with programming codes provided for each one. Topics covered include causal inference, including regression, poststratification, matching, regression discontinuity, and instrumental variables, as well as multilevel logistic regression and missing-data imputation. Practical tips regarding building, fitting, and understanding are provided throughout. Author resource page: http: //www.stat.columbia.edu/ gelman/arm/

    From one of America s most celebrated educators, an inspiring guide to transforming every child s education In a Los Angeles neighborhood plagued by guns, gangs, and drugs, there is an exceptional classroom known as Room 56. The fifth graders inside are first-generation immigrants who live in poverty and speak English as a second language. They also play Vivaldi, perform Shakespeare, score in the top 1 percent on standardized tests, and go on to attend Ivy League universities. Rafe Esquith is the teacher responsible for these accomplishments. From the man whom The New York Times calls a genius and a saint comes a revelatory program for educating today s youth. In Teach Like Your Hair s on Fire!, Rafe Esquith reveals the techniques that have made him one of the most acclaimed educators of our time. The two mottoes in Esquith s classroom are Be Nice, Work Hard, and There Are No Shortcuts. His students voluntarily come to school at 6:30 in the morning and work until 5:00 in the afternoon. They learn to handle money responsibly, tackle algebra, and travel the country to study history. They pair Hamlet with rock and roll, and read the American classics. Teach Like Your Hair s on Fire! is a brilliant and inspiring road map for parents, teachers, and anyone who cares about the future success of our nation s children. "

    Today, the more than 17,000 libraries in America also function as de facto community centers offering free access to the internet, job-hunting assistance, or a warm place to take shelter. And yet, across the country, cities large and small are closing public libraries or curtailing their hours of operation. Over the last eighteen years, photographer Robert Dawson has crisscrossed the country documenting hundreds of these endangered institutions. The Public Library presents a wide selection of Dawson's photographs— from the majestic reading room at the New York Public Library to Allensworth, California's one-room Tulare County Free Library built by former slaves. Accompanying Dawson's revealing photographs are essays, letters, and poetry by some of America's most celebrated writers. A foreword by Bill Moyers and an afterword by Ann Patchett bookend this important survey of a treasured American institution.