This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way. You’ll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

    MacLeod's return eight years later, and the resulting 1995 revision, revealed little improvement in the lives of these men as they struggled in the labor market and crime-ridden underground economy. This classic ethnography addresses one of the most important issues in modern social theory and policy: how social inequality is reproduced from one generation to the next. Now republished with a preface by Joe Feagin, Ain't No Makin' It remains an admired and invaluable text.

    In her previous book, The Well-Trained Mind, the author provided a road map of classical education for parents wishing to home-school their children, and that book is now the premier resource for home-schoolers. In this new book, Bauer takes the same elements and techniques and adapts them to the use of adult readers who want both enjoyment and self-improvement from the time they spend reading.The Well-Educated Mind offers brief, entertaining histories of five literary genres—fiction, autobiography, history, drama, and poetry—accompanied by detailed instructions on how to read each type. The annotated lists at the end of each chapter—ranging from Cervantes to A. S. Byatt, Herodotus to Laurel Thatcher Ulrich—preview recommended reading and encourage readers to make vital connections between ancient traditions and contemporary writing.The Well-Educated Mind reassures those readers who worry that they read too slowly or with below-average comprehension. If you can understand a daily newspaper, there's no reason you can't read and enjoy Shakespeare's Sonnets or Jane Eyre. But no one should attempt to read the "Great Books" without a guide and a plan. Susan Wise Bauer will show you how to allocate time to your reading on a regular basis; how to master a difficult argument; how to make personal and literary judgments about what you read; how to appreciate the resonant links among texts within a genre—what does Anna Karenina owe to Madame Bovary?—and also between genres. Followed carefully, the advice in The Well-Educated Mind will restore and expand the pleasure of the written word.

    How can your institution do it and do it well? The Participatory Museum is a practical guide to working with community members and visitors to make cultural institutions more dynamic, relevant, essential places. Museum consultant and exhibit designer Nina Simon weaves together innovative design techniques and case studies to make a powerful case for participatory practice. "Nina Simon's new book is essential for museum directors interested in experimenting with audience participation on the one hand and cautious about upending the tradition museum model on the other. In concentrating on the practical, this book makes implementation possible in most museums. More importantly, in describing the philosophy and rationale behind participatory activity, it makes clear that action does not always require new technology or machinery. Museums need to change, are changing, and will change further in the future. This book is a helpful and thoughtful road map for speeding such transformation." -Elaine Heumann Gurian, international museum consultant and author of Civilizing the Museum "This book is an extraordinary resource. Nina has assembled the collective wisdom of the field, and has given it her own brilliant spin. She shows us all how to walk the talk. Her book will make you want to go right out and start experimenting with participatory projects." -Kathleen McLean, participatory museum designer and author of Planning for People in Museum Exhibitions "I predict that in the future this book will be a classic work of museology." --Elizabeth Merritt, founding director of the Center for the Future of Museums

    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. "

    I did the basic research for my PhD in about twelve months, then spent two years writing up the results - and producing possibly too much. It succeeded, but I think I might have made a better job of it if I had read a book like this first. But they didn't exist in those days." Mantex This book looks at things the other books don’t tell you about doing a PhD - what it’s really like and how to come through it with a happy ending! It covers all the things you wish someone had told you before you started: What a PhD is really about, and how to do one well The "unwritten rules" of research and of academic writing What your supervisor actually means by terms like "good referencing" and "clean research question" How to write like a skilled researcher How academic careers really work An ideal resource if someone you care about (including yourself!) is undergoing or considering a PhD. This book turns lost, clueless students back into people who know what they are doing, and who can enjoy life again.

    Becoming a Student-Ready College flips the college readiness conversation to provide a new perspective on creating institutional value and facilitating student success. Instead of focusing on student preparedness for college (or lack thereof), this book asks the more pragmatic question of what are colleges and universities doing to prepare for the students who are entering their institutions? What must change in an institution's policies, practices, and culture in order to be student-ready?Clear and concise, this book is packed with insightful discussion and practical strategies for achieving your ambitious student success goals. These ideas for redesigning practices and policies provide more than food for thought--they offer a real-world framework for real institutional change. You'll learn:How educators can acknowledge their own biases and assumptions about underserved students in order to allow for change New ways to advance student learning and success How to develop and value student assets and social capital Strategies and approaches for creating a new student-focused culture of leadership at every level To truly become student-ready, educators must make difficult decisions, face the pressures of accountability, and address their preconceived notions about student success head-on. Becoming a Student-Ready College provides a reality check based on today's higher education environment.

    * How to plan, implement, and analyze assessment projects. * Twelve case studies that detail the real-life classroomexperiences of teachers carrying out successful classroomassessment projects. * Fifty classroom assessment techniques * Step-by-step procedures for administering the techniques * Practical advice on how to analyze your data Order your copy today.

     Reading is dying in our schools. Educators are familiar with many of the factors that have contributed to the decline—poverty, second-language issues, and the ever-expanding choices of electronic entertainment. In this provocative book Readicide: How Schools are Killing Reading and What You Can Do About It , author and teacher Kelly Gallagher suggests it is time to recognize a new and significant contributor to the death of reading: our schools. InReadicide, Gallagher argues that American schools are actively (though unwittingly) furthering the decline of reading. Specifically, he contends that the standard instructional practices used in most schools are killing reading by:Valuing standardized testing over the development of lifelong readersMandating breadth over depth in instruction Requiring students to read difficult texts without proper instructional support and insisting students focus on academic textsIgnoring the importance of developing recreational readingLosing sight of authentic instruction in the looming shadow of political pressures  Readicide provides teachers, literacy coaches, and administrators with specific steps to reverse the downward spiral in reading—steps that will help prevent the loss of another generation of readers.

    Deborah Tannen, the internationally-acclaimed expert on communication and author of the bestselling YOU JUST DON'T UNDERSTAND, will help you recognize your own conversational style and how it meshes or clashes with the styles of others. Entertaining and informative, everyone who speaks will want to read this gem.

    It is possible to develop significant skills in order to make the writing process much easier than you think. In "Research Strategies," author William Badke offers a clear, simple, and often humorous roadmap for conducting research and navigating the vast new world of information and technology. In this, the fourth edition, Badke details the entire research paper process from start to finish. "Research Strategies" provides a plethora of insightful and helpful information, including:Finding and narrowing a topic Creating an outline Searching databases Understanding metadata Using library catalogs and journal databases Conducting Internet research Organizing research notes Writing the actual paper"Research Strategies" explains the skills and strategies you need to efficiently and effectively complete a research project from topic to finished product. With the information provided here, research doesn't have to be frustrating or boring. Badke's strategies present a sure path through the amazing and complex new world of information.

    From granular concerns, such as sentence structure and grammar, to big-picture issues, such as adhering to genre patterns for successful research and publishing and developing productive and rewarding writing habits, Hayot helps ambitious students, newly minted Ph.D.'s, and established professors shape their work and develop their voices.Hayot does more than explain the techniques of academic writing. He aims to adjust the writer's perspective, encouraging scholars to think of themselves as makers and doers of important work. Scholarly writing can be frustrating and exhausting, yet also satisfying and crucial, and Hayot weaves these experiences, including his own trials and tribulations, into an ethos for scholars to draw on as they write. Combining psychological support with practical suggestions for composing introductions and conclusions, developing a schedule for writing, using notes and citations, and structuring paragraphs and essays, this guide to the elements of academic style does its part to rejuvenate scholarship and writing in the humanities.

    Frances E. Jensen, a mother, teacher, researcher, and internationally known expert in neurology, introduces us to the mystery and magic of the teen brain. One of the first books to focus exclusively on the neurological development of adolescents, The Teenage Brain presents new findings, dispels widespread myths, and provides practical suggestions for negotiating this difficult and dynamic life stage for both adults and adolescents.Interweaving easy-to-follow scientific data with anecdotes drawn from her experiences as a parent, clinician, and public speaker, Dr. Jensen explores adolescent brain functioning and development, including learning and memory, and investigates the impact of influences such as drugs, multitasking, sleep, and stress. The Teenage Brain reveals how: Adolescents may not be as resilient to the effects of drugs as we previously thought. Occasional use of marijuana has been shown to cause lingering memory problems, and long-term use can affect later adulthood I.Q. Multi-tasking causes divided attention and can reduce learning ability. Emotionally stressful situations in adolescence can have permanent effects on mental health, and may lead to higher risk for certain neuropsychiatric disorders such as depression.Rigorous yet accessible, warm yet direct, The Teenage Brain sheds new light on young adults, and provides practical suggestions for how parents, schools, and even the legal system can better help them during this crucial period.

    This anniversary paperback edition features a new introduction by Delpit as well as new framing essays by Herbert Kohl and Charles Payne.In a radical analysis of contemporary classrooms, MacArthur Award–winning author Lisa Delpit develops ideas about ways teachers can be better “cultural transmitters” in the classroom, where prejudice, stereotypes, and cultural assumptions breed ineffective education. Delpit suggests that many academic problems attributed to children of color are actually the result of miscommunication, as primarily white teachers and “other people’s children” struggle with the imbalance of power and the dynamics plaguing our system.A new classic among educators, Other People’s Children is a must-read for teachers, administrators, and parents striving to improve the quality of America’s education system.

    And through CODE, we see how this ingenuity and our very human compulsion to communicate have driven the technological innovations of the past two centuries. Using everyday objects and familiar language systems such as Braille and Morse code, author Charles Petzold weaves an illuminating narrative for anyone who’s ever wondered about the secret inner life of computers and other smart machines. It’s a cleverly illustrated and eminently comprehensible story—and along the way, you’ll discover you’ve gained a real context for understanding today’s world of PCs, digital media, and the Internet. No matter what your level of technical savvy, CODE will charm you—and perhaps even awaken the technophile within.