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...

The Best-Selling C++ Resource Now Updated for C++11 The C++ standard library provides a set of common classes and interfaces that greatly extend the core C++ language. The library, however, is not self-explanatory. To make full use of its components-and to benefit from their power-you need a resource that does far more than list the classes and their functions. The C++ Standard Library: A Tutorial and Reference, Second Edition, describes this library as now incorporated into the new ANSI/ISO ...

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. THE MOST COMPLETE, UP-TO-DATE GUIDE TO THE MANAGEMENT AND OPERATION OF AIRPORTSFully revised for the latest FAA, ICAO, and IATA standards and regulations, Airport Operations, Third Edition, provides proven strategies and best practices for efficiently managing airport functions. This in-depth resource offer...

A problem-based introduction to phonetics, featuring over three hundred integrated exercises to help students discover and practice the subject interactively. It assumes no previous knowledge of phonetics; concepts are introduced gradually and frequent cross-referencing means that students will see how the subject fits together and how later concepts build on earlier ones.

English Unlimited is a six-level (A1 to C1) goals-based course for adults. Centred on purposeful, real-life objectives, it prepares learners to use English independently for global communication. Through universal topics and activities, and a focus on intercultural competence as a 'fifth skill', this international coursebook helps learners become more sensitive, more effective communicators.

Teaching natural, dependable language, and with CEF goals at its core, it brings real life into the cl...

Invaluable guidance for complete integration of sustainability into reporting and performance management systems Global businesses are under close scrutiny from lawmakers, regulators, and their diverse stakeholders to focus on sustainability and accept responsibility for their multiple bottom line performance. Business Sustainability and Accountability examines business sustainability and accountability reporting and their integration into strategy, governance, risk assessment, performance ma...

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.

Responding to the growing need for integrative practice and the recent explosion of CBT, this book objectively compares and contrasts CBT and person-centred approaches. It subsequently shows how counsellors can incorporate relevant cognitive and behavioural skills into their work without betraying their humanistic values.

Keeping the uniquely humorous and self-deprecating style that has made students across the world fall in love with Andy Field's books, Discovering Statistics Using R takes students on a journey of statistical discovery using R, a free, flexible and dynamically changing software tool for data analysis that is becoming increasingly popular across the social and behavioural sciences throughout the world. The journey begins by explaining basic statistical and research concepts before a guided tou...