This book clearly shows the benefits of student learning and educational effectiveness that can be realized when these conditions are present. Based on the Documenting Effective Educational Practice (DEEP) project from the Center for Postsecondary Research at Indiana University, this book provides concrete examples from twenty institutions that other colleges and universities can learn from and adapt to help create a success-oriented campus culture and learning environment.

    Using lively examples from his and other researchers′ experiences, friendly, practical tips, and a warm, reflective writing style, this second edition has been completely updated and includes new features, such as:Chapter 4 on Linking Up: Provides readers with thoughtful guidelines as to how and where to use theory, what needs to be said about method, some thoughts about the traditional literature review (as well as how to decide whether or not to include this material!) Applications: Give readers the opportunity to put into practice some of Wolcott′s tips to improve or jump-start their own writing Bulleted Reviews: Highlight the key points to remember from each chapterRead the book that will not only enable you to better tell the story of your research in the article, monograph, or dissertation you need to write but also help you to incorporate writing into the essential role it must play in a professional research career.

    Originally published in 1988, it was the one of the first works to detail and critically analyze the various styles and narrative conventions associated with written representations of culture. This is a book about the deskwork of fieldwork and the various ways culture is put forth in print. The core of the work is an extended discussion and illustration of three forms or genres of cultural representation—realist tales, confessional tales, and impressionist tales. The novel issues raised in Tales concern authorial voice, style, truth, objectivity, and point-of-view. Over the years, the work has both reflected and shaped changes in the field of ethnography. In this second edition, Van Maanen’s substantial new Epilogue charts and illuminates changes in the field since the book’s first publication. Refreshingly humorous and accessible, Tales of the Field remains an invaluable introduction to novices learning the trade of fieldwork and a cornerstone of reference for veteran ethnographers.

    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

    That memory is often expressed in the symptomatology of posttraumatic stress disorder-nightmares, flashbacks, startle responses, and dissociative behaviors. In essence, the body of the traumatized individual refuses to be ignored.While reducing the chasm between scientific theory and clinical practice and bridging the gap between talk therapy and body therapy, Rothschild presents principles and non-touch techniques for giving the body its due. With an eye to its relevance for clinicians, she consolidates current knowledge about the psychobiology of the stress response both in normally challenging situations and during extreme and prolonged trauma. This gives clinicians from all disciplines a foundation for speculating about the origins of their clients' symptoms and incorporating regard for the body into their practice. The somatic techniques are chosen with an eye to making trauma therapy safer while increasing mind-body integration.Packed with engaging case studies, The Body Remembers integrates body and mind in the treatment of posttraumatic stress disorder. It will appeal to clinicians, researchers, students, and general readers.