Internationally recognised as one of the leading texts in its field, this volume offers a comprehensive introduction to vocabulary for language teachers who would like to know more about the way vocabulary works. Two leading specialists make research and theory accessible, providing the background knowledge necessary for practitioners to make informed choices about vocabulary teaching and testing. This second edition retains the popular format of the first edition, and has been rewritten to t...

This book provides an accessible guide to concepts in language testing and the testing of specific skills and systems. It combines theory and practical recommendations to help teachers understand the principles of testing and how they can be applied, supporting them to write better tests. The third edition has been extensively revised and updated to reflect recent developments in the field, while retaining the straightforward approach that made the earlier editions essential reading for train...

How can manufacturers of capital goods succeed in service business development? What are the potential network approaches for manufacturing companies planning on extending their service business? Over the last decade, the business environment of capital goods manufacturers has changed dramatically. Few capital goods manufacturers are able to outrun the competition with pure product-related technologies and innovation alone. For this reason they have added services to products as a way of resp...

Grammar in Use is the world's best-selling grammar series for learners of English. Essential Grammar in Use with Answers, authored by Raymond Murphy, is the first choice for elementary-level (A1-B1) learners and covers all the grammar required at this level. It is a self-study book with simple explanations and lots of practice exercises, and has helped millions of people around the world to communicate in English.

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematica...

The words you need to communicate with confidence. Vocabulary explanations and practice for advanced level (C1 to C2) learners of English. Perfect for both self-study and classroom activities.

Quickly expand your vocabulary with over 100 units of easy to understand explanations and practice exercises. Be confident about what you are learning, thanks to Cambridge research into how English is really spoken and written, and remember words more effectively with lots of opportunities for personali...

Written by one of the world's leading international lawyers, this is the new and updated edition of Jan Klabbers' landmark textbook. International law can be defined as 'the rules governing the legal relationship between nations and states', but in reality it is much more complex, with political, diplomatic and socio-economic factors shaping the law and its application. This refreshingly clear, concise textbook encourages students to view international law as a dynamic system of organising th...

Foundations of Astrophysics provides a contemporary and complete introduction to astrophysics for astronomy and physics majors. With a logical presentation and conceptual and quantitative end-of-chapter problems, the material is accessible to introductory astrophysics students taking a two-semester survey course. Starting with the motions of the solar system and a discussion of the interaction of matter and light, the authors explore the physical nature of objects in the solar system, and the...

Designed for students with no prior experience in linguistics, this is an engaging guide to the rich variety and typology of world languages. This third edition has been updated with new problem sets, an updated glossary and index, and a new section on linguistic cartography.

Disasters and History offers the first comprehensive historical overview of hazards and disasters. Drawing on a range of case studies, including the Black Death, the Lisbon earthquake of 1755 and the Fukushima disaster, the authors examine how societies dealt with shocks and hazards and their potentially disastrous outcomes. They reveal the ways in which the consequences and outcomes of these disasters varied widely not only between societies but also within the same societies according to so...