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 ...

This primer on legal reasoning is aimed at law students and upper-level undergraduates. But it is also an original exposition of basic legal concepts that scholars and lawyers will find stimulating. It covers such topics as rules, precedent, authority, analogical reasoning, the common law, statutory interpretation, legal realism, judicial opinions, legal facts, and burden of proof.

In addressing the question whether legal reasoning is distinctive, Frederick Schauer emphasizes the formality an...

A problem-based introduction to phonetics, with over three hundred exercises integrated into the text to help the student discover and practice the subject interactively. It assumes no previous knowledge of the subject and highlights and explains new terms and concepts when they are first introduced. Graded review questions and exercises at the end of every unit help the student monitor their own progress and further practice new skills, and there is frequent cross-referencing for the student...

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...

Dit boek maakt een vertaling van mindfulness in brede zin naar de betekenis van mindfulness in coaching. De coach krijgt inzicht in waar het in essentie bij mindfulness om draait en welke tools hij kan inzetten in het coachingstraject.

Mindfulness is een geëigende en beproefde methode om een cliënt te trainen in het zich bevrijden van zijn ongewilde lijden. Het leert hem hoe hij zich steeds opnieuw hiervan kan losmaken, waardoor hij een gelukkiger mens wordt. De coach biedt hem daartoe conc...

For a century, economists have driven forward the cause of globalization in financial institutions, labour markets, and trade. Yet there have been consistent warning signs that a global economy and free trade might not always be advantageous. Where are the pressure points? What could be done about them? Dani Rodrik examines the back-story from its seventeenth-century origins through the milestones of the gold standard, the Bretton Woods Agreement, and the Washington Consensus, to the present ...

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