The book provides practical suggestions gleaned from the experiences of the authors, together with those of other women who have successfully combined parenting with professorships. Professor Mommy addresses key questions--when to have children and how many to have; what kinds of academic institutions are the most family friendly; how true or not true are the beliefs that many people hold about academic life, and so on--for women throughout all stages of their academic careers, from graduate school through full professor. The authors follow the demands of motherhood all the way from infancy to the teenage years. At each stage, the authors offer invaluable advice and tested strategies for juggling the demands and achieving the rewards of an academic career and motherhood. Written in clear, jargon-free prose, the book is accessible to women in all disciplines, with concise chapters for the time-constrained academic. The book's conversational tone is supplemented with a review of the most current scholarship on work/family balance and a survey of emerging family-friendly practices at U.S. colleges and universities. Professor Mommy asserts that the faculty mother has become and will remain a permanent fixture on the landscape of the American academy. The paperback edition features a new preface that brings the book into conversation with Sheryl Sandberg's Lean In and Anne-Marie Slaughter's "Why Women Still Can't Have It All," as well as a new afterword providing specific suggestions for institutional change.

    Ethical Leadership and Decision Making in Education: Applying Theoretical Perspectives to Complex Dilemmas, Second Edition: *demonstrates the application of different ethical paradigms (the ethics of justice, care, critique, and the profession) through discussion and analysis of real-life moral dilemmas that educational leaders face in their schools and communities;*addresses some of the practical, pedagogical, and curricular issues related to the teaching of ethics for educational leaders;*emphasizes the importance of ethics instruction from a variety of theoretical approaches; and*provides a process that instructors might follow to develop their own ethics unit or course.Part I provides an overview of why ethics is so important, especially for today's educational leaders, and presents a multiparadigm approach essential to practitioners as they grapple with ethical dilemmas. Part II deals with the dilemmas themselves. It includes a brief introduction to how the cases were constructed, an illustration of how the multiparadigm approach may be applied to a real dilemma, and ethical dilemmas written by graduate students that represent the kinds of dilemmas faced by practicing administrators in urban, suburban, and rural settings in an era full of complexities and contradictions. Part III focuses on pedagogy and provides teaching notes for the instructor. The authors discuss the importance of self-reflection on the part of both instructors and students, and model how they thought through their own personal and professional ethical codes as well as reflected upon the critical incidents in their lives that shape their teaching and frequently determine what they privileged in class.New in the Second Edition: *A completely new chapter emphasizing religious differences and presenting the contradictions between religion and culture;*A completely new chapter on testing, juxtaposing the paradox of accountability with responsibility;*Several new dilemmas focusing on higher education, recognizing that many educational leadership training programs include students with this focus; and*Changes throughout to update the text, including a discussion of recent scholarship in the field of ethical leadership.Ethical Leadership and Decision Making in Education: Applying Theoretical Perspectives to Complex Dilemmas, Second Edition is easily adaptable for a variety of uses with a wide range of audiences. It is equally valuable as a text for university courses related to the preparation of educational leaders and as a professional reference for aspiring and practicing administrators, teacher leaders, office personnel, and educational policy makers.

    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.

    Intended for introductory courses in financial and managerial accounting in the areas of government or public policy and management, not-for-profit management, and health policy and management, this texts addresses financial and managerial accounting within the three major areas of the public sector - government, health, and not-for-profit.

    They are part of a hidden curriculum that you are just expected to know or somehow learn on your own--or else. In this comprehensive survival guide for grad school, Jessica McCrory Calarco walks you through the secret knowledge and skills that are essential for navigating every critical stage of the postgraduate experience, from deciding whether to go to grad school in the first place to finishing your degree and landing a job. An invaluable resource for every prospective and current grad student in any discipline, A Field Guide to Grad School will save you grief--and help you thrive--in school and beyond.Provides invaluable advice about how to:Choose and apply to a graduate programStay on track in your programPublish and promote your workGet the most out of conferencesNavigate the job marketBalance teaching, research, service, and life

    The book covers four major topics in field experimentation:

    His analysis explains not only the deficiencies of the self-regulating market, but the potentially dire social consequences of untempered market capitalism. New introductory material reveals the renewed importance of Polanyi's seminal analysis in an era of globalization and free trade.

     Using case examples of both good and bad student practice, the handbook takes students through each step of the dissertation process, from their initial research proposal to the final submission. The author uses clear illustrations of what students need to do - or not do - to reach their potential, helping them to avoid the most common pitfalls. This essential handbook covers: Producing focused and relevant research objectives Writing your literature review Citing your sources correctly Clearly explaining your use of research methods Writing up your findings Summarizing your work by linking your conclusions to your initial proposal Understanding marking schemes Aimed primarily at Master's students or students on short postgraduate courses in business, humanities and the social sciences, this book is also key reading for supervisors and undergraduates considering postgraduate study.

    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

    Covering all of the fundamentals in a straightforward, student-friendly manner, it is ideal for undergraduate- and graduate-level courses across the social sciences and also serves as an indispensable guide for researchers. Striking a balance between specific techniques and the underlying logic of scientific inquiry, this book provides a lucid treatment of the four major approaches to research: experimentation, survey research, field research, and the use of available data. Richly developed examples of empirical research and an emphasis on the research process enable students to better understand the real-world application of research methods. The authors also offer a unique chapter (13) advocating a multiple-methods strategy.

    This book is a valuable tool for the reader, as we are all intertwined with organizations in one form or another. Numerous other disciplines besides sociology are addressed in this book, including economics, political science, strategy and management theory. Topic areas discussed in this book are the importance of organizations; defining organizations; organizations as rational, natural, and open systems; environments, strategies, and structures of organizations; and organizations and society. For those employed in fields where knowledge of organizational theory is necessary, including sociology, anthropology, cognitive psychology, industrial engineering, managers in corporations and international business, and business strategists.

    This and other developments will prompt utilities to undergo the largest changes in their history. Smart Power examines the many facets of this unprecedented transformation. This enlightening book begins with a look back on the deregulatory efforts of the 1990s and their gradual replacement by concerns over climate change, promoting new technologies, and developing stable prices and supplies. In thorough but non-technical terms it explains the revolutionary changes that the Smart Grid is bringing to utility operations. It also examines the options for low-carbon emissions along with the real-world challenges the industry and its regulators must face as the industry retools and finances its new sources and systems. Throughout the book, Peter Fox-Penner provides insights into the policy choices and regulatory reform needed to face these challenges. He not only weighs the costs and benefits of every option, but presents interviews with informed experts, including economists, utility CEOs, and engineers. He gives a brief history of the development of the current utility business model and examines possible new business models that are focused on energy efficiency.Smart Power explains every aspect of the coming energy revolution for utilities in lively prose that will captivate even the most techno-phobic readers.

    Each chapter applies a different theory to case examples and - to provide continuity - to a fictitious client' constructed from many past clients of the authors.

    Written by award-winning educators from successful PLC schools, this book demonstrates how to create three tiers of interventions from basic to intensive to address student learning gaps. You will understand what a successful program looks like, and the many reproducible forms and activities will help your team understand how to make RTI work in your school."

    How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.