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This Element engages Shakespeare's greatest thought-experiment: how does one navigate the 'theatre of the world'? Throughout, it examines how Shakespeare challenges this metaphor's vertical hierarchies in response to changing understandings of cosmological order. Teachers will find rich contextual frameworks to help students investigate how Shakespeare recognises 'worlds' as emerging from dynamic variables, raising urgent questions about how identity and justice are environmentally constructed. Each discussion features student-centred 'Explorations', which are play-specific classroom activities, but also may be applied across Shakespeare's corpus and adapted for either secondary or university-level students. These exercises encourage students to practise non-linear critical and creative thinking, to contemplate big ideas and to generate new perspectives about the shared points of contact between Shakespeare's world and theirs.
Emphasizing how and why machine learning algorithms work, this introductory textbook bridges the gap between the theoretical foundations of machine learning and its practical algorithmic and code-level implementation. Over 85 thorough worked examples, in both Matlab and Python, demonstrate how algorithms are implemented and applied whilst illustrating the end result. Over 75 end-of-chapter problems empower students to develop their own code to implement these algorithms, equipping them with hands-on experience. Matlab coding examples demonstrate how a mathematical idea is converted from equations to code, and provide a jumping off point for students, supported by in-depth coverage of essential mathematics including multivariable calculus, linear algebra, probability and statistics, numerical methods, and optimization. Accompanied online by instructor lecture slides, downloadable Python code and additional appendices, this is an excellent introduction to machine learning for senior undergraduate and graduate students in Engineering and Computer Science.
Build a firm foundation for studying statistical modelling, data science, and machine learning with this practical introduction to statistics, written with chemical engineers in mind. It introduces a data–model–decision approach to applying statistical methods to real-world chemical engineering challenges, establishes links between statistics, probability, linear algebra, calculus, and optimization, and covers classical and modern topics such as uncertainty quantification, risk modelling, and decision-making under uncertainty. Over 100 worked examples using Matlab and Python demonstrate how to apply theory to practice, with over 70 end-of-chapter problems to reinforce student learning, and key topics are introduced using a modular structure, which supports learning at a range of paces and levels. Requiring only a basic understanding of calculus and linear algebra, this textbook is the ideal introduction for undergraduate students in chemical engineering, and a valuable preparatory text for advanced courses in data science and machine learning with chemical engineering applications.
The fully revised fifth edition of this highly acclaimed undergraduate textbook provides a thought-provoking introduction to evolutionary psychology, while assuming no prior knowledge of evolutionary theory. The authors continue to carefully guide students towards a level of understanding where they can critically apply evolutionary theory to psychological explanation, providing an engaging and balanced discussion of the field. New material has been added on female homosexuality, artificial intelligence and language, cooking and human brain expansion, Covid-19 and rates of evolutionary change, and the effects of digital media on mental health. This edition also has new and revised boxed case studies, many new figures, extra discussion questions, and additional further reading suggestions. The text is accompanied by online resources including an updated test bank and lecture slides, as well as new answers to the end-of-chapter questions. This is essential reading for students taking undergraduate and graduate courses in evolutionary psychology.
Applications of cryptography are plenty in everyday life. This guidebook is about the security analysis or 'cryptanalysis' of the basic building blocks on which these applications rely. Rather than covering a variety of techniques at an introductory level, this book provides a comprehensive and in-depth treatment of linear cryptanalysis. The subject is introduced from a mathematical point of view, providing an overview of the most influential papers on linear cryptanalysis and placing them in a consistent framework based on linear algebra. A large number of examples and exercises are included, drawing upon practice as well as theory. The book is accessible to students with no prior knowledge of cryptography. It covers linear cryptanalysis starting from the basics, including linear approximations and trails, correlation matrices, automatic search, key-recovery techniques, up to advanced topics, such as multiple and multidimensional linear cryptanalysis, zero-correlation approximations, and the geometric approach.
Being Human in the Digital World is a collection of essays by prominent scholars from various disciplines exploring the impact of digitization on culture, politics, health, work, and relationships. The volume raises important questions about the future of human existence in a world where machine readability and algorithmic prediction are increasingly prevalent and offers new conceptual frameworks and vocabularies to help readers understand and challenge emerging paradigms of what it means to be human. Being Human in the Digital World is an invaluable resource for readers interested in the cultural, economic, political, philosophical, and social conditions that are necessary for a good digital life. This title is also available as Open Access on Cambridge Core.
The political upheavals witnessed in North Africa during the 2011 Arab uprisings brought renewed attention to the region. This book focuses on the inconspicuous yet critical role of labor unions in shaping protest success (and failure) during this period. Drawing on a comparison between Tunisia and Morocco, Ashley Anderson connects the divergent protest strategies of each country to the varying levels of institutional incorporation and organizational cohesion developed by labor unions under authoritarian rule. Using material drawn from English, Arabic, and French news sources, archives and extensive interviews, Anderson demonstrates how Tunisia's exclusionary corporatist system enabled the Tunisian General Labour Union (UGTT) to emerge as a powerful political actor, while Moroccan unions struggled to extract minimal concessions from the incumbent regime. By highlighting the interplay between authoritarian institutions, labor activism, and political reforms, this book sheds light on the challenges that labor organizations face in transforming their countries' political and economic future.
This book recounts the tales of individual Americans, some well-known and some not, who strove to understand their nation and its place in the world in the roiled years 1935–41. David Mayers identifies these individuals as 'seekers' and 'partisans.' Primarily disillusioned idealists, both on the left and right, they hurried from America to explore and be part of a different world. Among those featured are John Robinson, a Black aviator who in 1935 led the Ethiopian air force against the Italian invasion; Agnes Smedley, who joined the Chinese communists during the Sino-Japanese war; eminent Black civil rights theorist W. E. B. Du Bois; Helen Keller, an advocate of the seeing- and hearing-impaired; architect Philip Johnson; Ezra Pound, a lauded poet who championed Mussolini; and Anna Louise Strong, drawn to Stalin's USSR. The lives and stories of this diverse group shed light on the contested nature of American ambitions, aims, and national purpose, and destabilize what it means to be 'American.'
Revised and updated throughout, the second edition of this succinct textbook provides the perfect introduction to biomaterials, linking the fundamental properties of metals, polymers, ceramics and natural biomaterials to the unique advantages and limitations surrounding their biomedical applications. New chapters on protein chemistry and interactions, immunology and tissue response, and biocompatibility round out student understanding. Clinical concerns such as sterilization, surface modification, cell-biomaterial interactions, drug delivery systems and tissue engineering are discussed, giving students insight into real-world challenges associated with biomaterials engineering. Key concepts are summarized alongside the text, allowing students to identify the most vital information. The final chapter discusses clinical applications, challenging students to consider future industrial possibilities. Concise enough to be taught in one semester, requiring only a basic understanding of biology, accompanied by over 180 end-of-chapter problems, and featuring color figures throughout, this accessible textbook continues to be ideal for students of engineering, materials science and medicine.
Teaching fundamental design concepts and the challenges of emerging technology, this textbook prepares students for a career designing the computer systems of the future. Self-contained yet concise, the material can be taught in a single semester, making it perfect for use in senior undergraduate and graduate computer architecture courses. This edition has a more streamlined structure, with the reliability and other technology background sections now included in the appendix. New material includes a chapter on GPUs, providing a comprehensive overview of their microarchitectures; sections focusing on new memory technologies and memory interfaces, which are key to unlocking the potential of parallel computing systems; deeper coverage of memory hierarchies including DRAM architectures, compression in memory hierarchies and an up-to-date coverage of prefetching. Practical examples demonstrate concrete applications of definitions, while the simple models and codes used throughout ensure the material is accessible to a broad range of computer engineering/science students.
Joy in literature and culture remains a little-studied subject, one sometimes even viewed with suspicion. Here, Lucie Kaempfer reveals its place at the crux of medieval discourses on love across the philosophical, spiritual and secular realms. Taking a European and multilingual perspective stretching from the twelfth century to the metaphysical poets of the seventeenth, she tells a comparative literary history of the writing of love's actual or imagined fulfilment in medieval Europe. Kaempfer attends to the paradox of the endlessness of desire and the impossibility of fulfilment, showing the language of joy to be one of transcendence, both of language and of the self. Identifying, through close analysis of many arresting examples, a range of its key features – its inherent lyricism, its ability to halt or escape linear narrative, its opposition to self-sufficient happiness – she uncovers a figurative and poetic language of love's joy that still speaks to us today.
Breaking new ground in the intellectual history of economic and social human rights, Christian Olaf Christiansen traces their justification from the outset of World War II until the present day. Featuring a series of fascinating thinkers, from political scientists to Popes, this is the first book to comprehensively map the key arguments made in defense of human rights and how they connect to ideas of social and redistributive justice. Christiansen traces this intellectual history from a first phase devoted to internationalizing these rights, a second phase of their unprecedented legitimacy deployed to criticize global inequality, to a third phase of a continued quest to secure their legitimacy once and for all. Engaging with the newest scholarship and building a bridge to political philosophy as well as global inequality studies, it facilitates a much-needed novel and nuanced history of rights-rights we should still consider defending today.