A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, proba...

This book helps bridge the gap between the theory of evaluation and its practice, giving students the specific skills they need to use in different evaluation settings.

Handbook for Stoelting's Anesthesia and Co-Existing Disease, 4th Edition gives you the peerless authority you trust, ideal for on-the-go reference! Dr. Roberta L. Hines and Dr. Katherine E. Marschall discuss all of the most critical, clinically relevant topics from Stoelting's Anesthesia and Co-Existing Disease, 6th Edition in a concise, compact, portable format. You'll have convenient access to dependable guidance on a full range of pre-existing conditions that may impact the perioperative m...

A quick, clear and interesting guide for students completing their final year research project.

This classic work is an ideal introduction to how the Bible was written, transmitted, copied and declared to be authoritative by various churches. It presents a concise and accessible guide to all aspects of biblical study.

A Theory of Adaptation explores the continuous development of creative adaptation, and argues that the practice of adapting is central to the story-telling imagination. Linda Hutcheon develops a theory of adaptation through a range of media, from film and opera, to video games, pop music and theme parks, analysing the breadth, scope and creative possibilities within each. This new edition is supplemented by a new preface from the author, discussing both new adaptive forms/platforms and recent...

'Professional Capital is an incisive critique of the failing reform movements in many countries and a powerful manifesto for the only strategy that can and does work. Hargreaves and Fullan set out exactly and undeniably why the only way to move forward is to honor and improve the profession of teaching. This book should revolutionize how policy makers and practitioners alike think and act in education.' - Sir Ken Robinson, educator and author 'I love the focus on professional capital and deci...

Now in its 4th edition, Kirklin/Barratt-Boyes Cardiac Surgery remains your indispensable source for definitive, state-of-the-art answers on every aspect of adult and pediatric cardiac surgery. This dynamic medical reference thoroughly and systematically covers the full range of new and classic surgical procedures-including the latest alternate and minimally invasive surgical techniques-and presents the up-to-date clinical evidence you need to make effective management decisions. Be certain wi...

Here's a rich pictorial review of normal and abnormal human prenatal development. For each body system or region, you'll find a brief description of the developmental plan, with key concepts and terminology, followed by discussions of histological principles, the classification of congenital defects, and basic cellular, molecular, and genetic concepts. An emphasis on morphological patterns in the embryo and fetus makes it easy to understand the structure and function of the adult body and the...