How to Succeed with NLP. Go from Good to Great at Work

Learn the science of collecting information to make effective decisions Everyday decisions are made without the benefit of accurate information. Optimal Learning develops the needed principles for gathering information to make decisions, especially when collecting information is time-consuming and expensive. Designed for readers with an elementary background in probability and statistics, the book presents effective and practical policies illustrated in a wide range of applications, from energy, homeland security, and transportation to engineering, health, and business. This book covers the fundamental dimensions of a learning problem and presents a simple method for testing and comparing policies for learning. Special attention is given to the knowledge gradient policy and its use with a wide range of belief models, including lookup table and parametric and for online and offline problems. Three sections develop ideas with increasing levels of sophistication: Fundamentals explores fundamental topics, including adaptive learning, ranking and selection, the knowledge gradient, and bandit problems Extensions and Applications features coverage of linear belief models, subset selection models, scalar function optimization, optimal bidding, and stopping problems Advanced Topics explores complex methods including simulation optimization, active learning in mathematical programming, and optimal continuous measurements Each chapter identifies a specific learning problem, presents the related, practical algorithms for implementation, and concludes with numerous exercises. A related website features additional applications and downloadable software, including MATLAB and the Optimal Learning Calculator, a spreadsheet-based package that provides an introduc­tion to learning and a variety of policies for learning.

The contributors to this volume are academics working directly or indirectly with teaching and learning centers and professional communities, serving in the capacity of educational developer, researcher, or specialist; unit manager or director; or senior administrator. Drawing on survey and interview data, individual experience or perspective, and familiarity with the educational literature, they offer a context to understand and appreciate how the field of educational development, developer practice, and individual pathways have evolved, further highlighting what territory remains to be explored and uncovered. Over the last fifty years, educational development has evolved from an informal set of instructional improvement activities championed by individuals to a scholarly field of study and practice that aims to advance teaching and learning at the individual, institutional and (more recently) sector levels. During this time, educational development work has moved from the fringes to the mainstream of the higher education landscape, bringing to the community a diverse group of dedicated academic professionals. This volume draws on their experience and insight to provide an invaluable guide to future challenges and issues. This is the 122nd volume of the Jossey-Bass higher education quarterly report series New Directions for Teaching and Learning, which offers a comprehensive range of ideas and techniques for improving college teaching based on the experience of seasoned instructors and the latest findings of educational and psychological researchers.

The first comprehensive guide to anthropological studies of complex organizations Offers the first comprehensive reference to the anthropological study of complex organizations Details how organizational theory and research in business has adopted anthropology’s key concept of culture, inspiring new insights into organizational dynamics and development Highlights pioneering theoretical perspectives ranging from symbolic and semiotic approaches to neuroscientific frameworks for studying contemporary organizations Addresses the comparative and cross-cultural dimensions of multinational corporations and of non-governmental organizations working in the globalizing economy Topics covered include organizational dynamics, entrepreneurship, innovation, social networks, cognitive models and team building, organizational dysfunctions, global networked organizations, NGOs, unions, virtual communities, corporate culture and social responsibility Presents a body of work that reflects the breadth and depth of the field of organizational anthropology and makes the case for the importance of the field in the anthropology of the twenty-first century

Vital Notes for Nurses: Nursing Models, Theories and Practice provides a concise, accessible introduction to the development, application and evaluation of nursing theories and clearly outlines their relevance to everyday nursing practice. It encourages the reader to view theories from a broader conceptual base, enabling them to be more objective when it comes to clinical practice. Suitable for nursing students and newly qualified nurses, the authors explore the relationship between nursing theories and practice, specifically analysing their origins, development, selection and use. It discusses how nursing theories evolve, how they relate to nursing roles, how to select a nursing theory relevant to your practice, and how to evaluate theories critically. Key Features: • Clearly examines the relationship between nursing theory, clinical practice and nursing roles • Written in a clear, accessible style which assumes no prior knowledge • Useful to all nursing students on the common foundation programme as well as newly qualified nurses. • Each chapter includes features such as activities, case studies and learning objectives • In the Vital Notes for Nurses series

This much-enhanced new edition of the highly accessible guide to practical archaeology is a vital resource for students. It features the latest methodologies, a wealth of case studies from around the world, and contributions from leading specialists in archaeological materials analysis. New edition updated to include the latest archaeological methods, an enhanced focus on post-excavation analysis and new material including a dedicated chapter on analyzing human remains Covers the full range of current analytic methods, such as analysis of stone tools, human remains and absolute dating Features a user-friendly structure organized according to material types such as animal bones, ceramics and stone artifacts, as well as by thematic topics ranging from dating techniques to report writing, and ethical concerns. Accessible to archaeology students at all levels, with detailed references and extensive case studies featured throughout