Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent s...

An improved, larger-format edition of the Cambridge School Shakespeare plays, extensively rewritten, expanded and produced in an attractive new design. An active approach to classroom Shakespeare enables students to inhabit Shakespeare's imaginative world in accessible and creative ways. Students are encouraged to share Shakespeare's love of language, interest in character and sense of theatre.

Substantially revised and extended in full colour, classroom activities are thematically organised ...

From the apparently simple adaptation of a text into film, theatre or a new literary work, to the more complex appropriation of style or meaning, it is arguable that all texts are somehow connected to a network of existing texts and art forms. In this new edition Adaptation and Appropriation explores: multiple definitions and practices of adaptation and appropriationthe cultural and aesthetic politics behind the impulse to adaptthe global and local dimensions of adaptationthe impact of new di...

The definitive toxicology text for students and early-career professionals-updated and revised to address new research and methods For more than 45 years, Casarett and Doull's Toxicology has set the standard for providing thorough, academic, and authoritative information in clear and engaging ways. Focusing only on what you need to know and written on a level you can easily understand, it provides a concise yet comprehensive look at the science and clinical field of medical toxicology. This n...

This bestselling textbook provides an engaging and user-friendly introduction to the study of language. Assuming no prior knowledge of the subject, Yule presents information in bite-sized sections, clearly explaining the major concepts in linguistics and all the key elements of language. This eighth edition has been revised and updated throughout, with major changes in the chapters on Origins, Phonetics, Syntax, Semantics, Pragmatics, Discourse Analysis, First and Second Language Acquisition ...

Under neoliberalism the cult of individualism reigns supreme, forced upon us through culture, media and politics, it fatally limits our capacity to escape the current crisis of democratic politics. In Common Ground, Jeremy Gilbert asks us to reimagine the philosophical relationship between individuality, collectivity, affect and agency, proposing a radically non-individualist mode of imagining social life. The book considers how opponents of neoliberal hegemony, and of the individualist tradi...

Considered by many to be Dickens' finest novel, Great Expectations traces the growth of the book's narrator, Philip Pirrip (Pip), from a boy of shallow dreams to a man with depth of character. From its famous dramatic opening on the bleak Kentish marshes, the story abounds with some of Dickens' most memorable characters. Among them are the kindly blacksmith Joe Gargery, the mysterious convict Abel Magwitch, the eccentric Miss Haversham and her beautiful ward Estella, Pip's good-hearted room-m...

This textbook covers all aspects of materials science relevant to the practice of dentistry. It is aimed primarily at undergraduate dental students, although it will also be useful for practising dentists, dental technicians and dental assistants. The 9th edition has been extensively revised to include the many advances in dental materials and their use that have occurred during the past nine years.

The chapters on Resin-based filling materials and Adhesive restorative materials have been exp...

With this updated second edition, you'll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.

This text introduces students to the main issues, theories, and methods related to the study of food from a geographic perspective. Concise and accessible, it provides an overview of key issues in the study of food and illustrates them with current examples from around the world. As the first textbook on this topic, it provides students with theoretical concepts and analytical approaches grounded in the subfields of geography, showcasing the integrative nature of the discipline and its unique...