The Pre-intermediate Student's Book provides 80 hours of core teaching material, which can be extended to 120 hours with the inclusion of the photocopiable resources in the Teacher's Book (with Teacher's DVD). Vocabulary and Grammar are given equal importance and there is a clear focus on improving student's listening and speaking skills in social situations. The Student's Book includes optional video for the Real World lessons (available on the Teacher's DVD) with vocabulary selection inform...

The second edition of A History of Sub-Saharan Africa continues to provide an accessible introduction to the continent's history for students and general readers. The authors employ a thematic approach to their subject, focusing on how the environment has shaped the societies and cultures of the African peoples. The text demonstrates how the geography, climate and geology of Africa influenced the rise of states and empires, the emergence of the trans-Atlantic slave trade, the European conques...

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 18th edition of Daniel Jones's classic work is the definitive guide to contemporary English pronunciation. This new and fully updated edition contains over 230,000 pronunciations of words, names and phrases. In addition, it includes lively essays on aspects of pronunciation by leading experts in the field, a phonetics and phonology glossary and notes explaining the relationship between spellings and sounds

Maxwell's equations are four of the most influential equations in science. In this book, each equation is the subject of an entire chapter, making it a wonderful resource for undergraduate and graduate courses in electromagnetism and electromagnetics.

Analyses the economics of development from a global perspective with a wealth of illustrations. Throughout the book, there is a strong emphasis on data analysis and connecting theory and data. Suitable both for second and third-year undergraduates in economics or business, and graduate students studying other social sciences.

An updated new edition that provides detailed descriptions of important text varieties in English along with methodological techniques to carry out analyses of them, including conversation, newspaper writing, academic prose and social media. Each chapter ends with activities for the reader to apply and practice the analyses they read about.

This interdisciplinary book is the first to survey traditional and cutting-edge methods for the study of language attitudes. It helps readers choose a suitable research method, and guides them through planning and design, data collection and analysis. It is essential reading for researchers and students conducting research into language attitudes.

Now in its second edition, A Textbook of Cultural Economics is an established resource for many courses, including economics of the arts, the cultural and media industries, and the digital creative economy. Authored by Ruth Towse, a widely recognised expert in cultural economics, the book offers a comprehensive, up-to-date overview and analysis of the field in the digital era. Written in an accessible style, and with suggestions for further reading, it covers a range of topics, from the more ...