Graphical Models for Machine Learning and Digital Communication

If education is to prepare learners for lifelong learning, there needs to be a shift towards deeper learning: a focus on transferable knowledge and problem-solving skills alongside the development of a positive or growth mindset. In this book, a follow up to CLIL, the authors review new developments in the understanding of the interface between language and learning, and propose an original new 'pluriliteracies' approach which refines and develops current thinking in CLIL. It aims to facilitate deeper learning through an explicit focus on disciplinary literacies, guiding learners towards textual fluency, encouraging successful communication across cultures, and providing a key stepping-stone towards becoming responsible global citizens. It both provides strong theoretical grounding, and shows how to put that understanding into practise. Engaging and practical, this book will be invaluable to both academics and education practitioners, and will enable conventional classrooms to be trans

The birth and death of firms is one of the main features of the business cycle. Yet mainstream DGSE macroeconomic models mostly ignore this phenomenon, thereby excluding any potential impact of economic policy on the probability of the birth and death of firms. Those DGSE models that do allow for this phenomenon do so at the cost of drastic simplifications, which effectively rule out causal links between the strategic interaction of industrial firms and the macroeconomy. This innovative new book develops a bottom-up, agent-based framework that shows how strategic interactions at the level of oligopolistic firms, and even at the level of individuals, affect entire industrial sectors and the equilibrium of the macroeconomy. It will appeal to academic researchers and graduate students working in computational economics, agent-based modelling and econophysics, as well as mainstream economists interested in learning more about alternatives to DGSE models in macroeconomics.

First published in 1999, this book brings together the extensive modern evidence for innate imitation in babies. Modern research has shown imitation to be a natural mechanism of learning and communication which deserves to be at centre stage in developmental psychology. Yet the very possibility of imitation in newborn humans has had a controversial history. Defining imitation has proved to be far from straightforward and scientific evidence for its existence in neonates is only now becoming accepted, despite more than a century of enquiry. In this book, some of the world's foremost researchers on imitation and intellectual development review evidence for imitation in newborn babies. They discuss the development of imitation in infancy, in both normal and atypical populations and in comparison with other primate species, stressing the fundamental importance of imitation in human development, as a foundation of communication and a precursor to symbolic processes.

The third edition of Early Childhood Curriculum provides a comprehensive and accessible introduction to curriculum theories and approaches in early childhood and early primary settings. Drawing on a cultural-historical framework for education, the text explores a variety of approaches to learning and teaching and equips readers with the tools to effectively plan, design and implement curriculum strategies. Thoroughly revised and updated, this edition features up-to-date coverage of national curriculum documents, including the Early Years Learning Framework and Te Whāriki, and expanded content on play-based curriculum, assessment and documentation. Key domain areas of the curriculum are explored in depth and have been revised to include updated discussions of environmental factors, digital knowledge and multiliteracies. Each chapter is enriched with learning intentions, definitions of key terms, reflection points, links to current curriculum documents and illustrative case studies to he

Economists have developed models in which individuals form expectations of key variables in a 'rational' manner such that these expectations are consistent with actual economic environments. Professor Sheffrin first explores the logical foundation of the concept and the case for employing it in economic analysis. Subsequent chapters investigate its use in macroeconomics, financial markets, and microeconomics. A final chapter assesses its impact on theoretical and empirical work in economics and policy arenas. The author argues that while rational expectations are still central to macroeconomic policy debates, fully workable models have not yet been devised, and offers reasons for the lack of practical and conceptual progress. All chapters of the second edition have been revised or expanded. New sections inter alia include material on learning, the rationality of reported expectations, alternative recent developments explicitly or implicitly using rational expectations, new tests of the

Economists have developed models in which individuals form expectations of key variables in a 'rational' manner such that these expectations are consistent with actual economic environments. Professor Sheffrin first explores the logical foundation of the concept and the case for employing it in economic analysis. Subsequent chapters investigate its use in macroeconomics, financial markets, and microeconomics. A final chapter assesses its impact on theoretical and empirical work in economics and policy arenas. The author argues that while rational expectations are still central to macroeconomic policy debates, fully workable models have not yet been devised, and offers reasons for the lack of practical and conceptual progress. All chapters of the second edition have been revised or expanded. New sections inter alia include material on learning, the rationality of reported expectations, alternative recent developments explicitly or implicitly using rational expectations, new tests of the

Pain is one of the most common symptoms of neurological disease and its appropriate management is essential to the effective care of patients. Neurological disorders differ in their specific pain phenotype, mechanisms and therapy. Case Studies in Neurological Pain addresses the specific pain issues, treatment and pathophysiology in patients with a wide spectrum of neurological disease. Clinical case studies have long been recognized as a useful adjunct to problem-based learning and continuing professional development. They emphasize the need for clinical reasoning, integrative thinking, problem-solving, communication, teamwork and self-directed learning – all desirable generic skills for health care professionals. Presenting real-life cases – covering conditions including diabetic and idiopathic polyneuropathies, focal neuropathies, multiple sclerosis and headache disorders – this book provides neurologists, neurosurgeons, pain clinic specialists and primary care physicians with an und

Despite the extraordinary advances in digital and communication technology over recent years, we know very little about the way these complex systems affect everyday work and interaction. This book seeks to explore these issues through a series of video-based field studies. It begins by discussing the introduction of basic information systems in general medical practice and ends with an exploration of interpersonal communication in advanced media spaces; in the process also looking at news production, the control room of London Underground and computer aided design in architectural practice. Social interaction forms a particular focus of these studies as they explore the way individuals use various tools and technologies and coordinate their actions and activities with each other. The authors also show how video-based field studies of work and interaction can inform the design, development and deployment of new technology, in this valuable new resource for academics, researchers and pr

What does a probabilistic program actually compute? How can one formally reason about such probabilistic programs? This valuable guide covers such elementary questions and more. It provides a state-of-the-art overview of the theoretical underpinnings of modern probabilistic programming and their applications in machine learning, security, and other domains, at a level suitable for graduate students and non-experts in the field. In addition, the book treats the connection between probabilistic programs and mathematical logic, security (what is the probability that software leaks confidential information?), and presents three programming languages for different applications: Excel tables, program testing, and approximate computing. This title is also available as Open Access on Cambridge Core.

Embark on a journey beyond the traditional boundaries between exam preparation and real-world language with Open World C1 Advanced. Each unit explores a different topic, helping to build knowledge in the language and skills needed for everyday English situations as well as exams. Exam Training tasks build confidence allowing you to progress to full task practice in the Exam Focus. Access the Cambridge One Digital Pack, optimised for a range of devices, for your bank of learning resources including accompanying Audio and eBook. Interactive practice includes Practice Extra, and Test&Train to build strategies and skills for exam success. The Workbook consolidates and extends your language and exam skills and includes downloadable audio for the listening activities.

This pioneering, course-tested text is the first to combine communications theory with the physics of optical communications. Comprehensive and rigorous, it brings together an in-depth treatment of the physical characteristics of the guided lightwave channel with the study of modern methods of algorithmic-based communication in time and space. The many different levels at which a lightwave communication signal can be described are integrated to provide a unified explanation of how a commonplace bit stream is transformed into a physical lightwave, how that lightwave travels through an optical fiber, and how it is then transformed back into the bit stream. Background fundamentals such as linear systems and electromagnetics are explained in relation to modern topics such as channel models, encoding, modulation and interference, and end-of-chapter problems are provided throughout. This is an essential text for students taking courses on optical communications, as well as researchers and pr

Zero to Hero: Your Guide to a Career in Cybersecurity is an essential roadmap for anyone aiming to penetrate the vibrant and ever-expanding domain of cybersecurity. In an era where digital threats loom larger and more complex than ever, this book stands as a beacon of clarity and practical wisdom. Tailored for novices and those with basic understanding, this resource empowers learners to solidify their cybersecurity foundation. It stands out with its laser focus on real-world applicability, ensuring readers grasp theoretical concepts and can implement them effectively.Key Features of This Guide: Actionable Learning: Dive into engaging exercises, compelling case studies, and practical scenarios that demystify complex cybersecurity concepts Career Development: Gain invaluable insights into crafting a standout resume, navigating job interviews with confidence, and learning strategies for a successful job hunt in the cybersecurity realm Cutting-Edge Knowledge: Stay ahead of the curve wi

Zero to Hero: Your Guide to a Career in Cybersecurity is an essential roadmap for anyone aiming to penetrate the vibrant and ever-expanding domain of cybersecurity. In an era where digital threats loom larger and more complex than ever, this book stands as a beacon of clarity and practical wisdom. Tailored for novices and those with basic understanding, this resource empowers learners to solidify their cybersecurity foundation. It stands out with its laser focus on real-world applicability, ensuring readers grasp theoretical concepts and can implement them effectively.Key Features of This Guide: Actionable Learning: Dive into engaging exercises, compelling case studies, and practical scenarios that demystify complex cybersecurity concepts Career Development: Gain invaluable insights into crafting a standout resume, navigating job interviews with confidence, and learning strategies for a successful job hunt in the cybersecurity realm Cutting-Edge Knowledge: Stay ahead of the curve wi

Learn English with Revolting Rhymes! A Penguin Readers book. Discover fifteen famous Roald Dahl adventures, adapted for learners of English aged 7+. Can you read them all?Penguin Readers is an ELT graded reader series for learners of English as a foreign language.With simplified text, illustrations and language learning exercises, the print edition also includes instructions to access supporting material online. In these Penguin Readers editions, Roald Dahl's stories have been aligned to the CEFR framework A1 to A2+, in four levels. Each book is also Lexile measured.The graded readers feature illustrated new words, language activities, and fun games between chapters, encouraging students and teachers to structure learning and make real progress. Every book also includes projects and discussions. Visit the Penguin Readers website for downloadable quizzes, worksheets and answer keys, as well as accompanying audio and a digital version of the book.Revolting Rhymes, a Level 2 Reader, is A1

Learn English with The Enormous Crocodile! A Penguin Readers book. Discover fifteen famous Roald Dahl adventures, adapted for learners of English aged 7+. Can you read them all?Penguin Readers is an ELT graded reader series for learners of English as a foreign language.With simplified text, illustrations and language learning exercises, the print edition also includes instructions to access supporting material online. In these Penguin Readers editions, Roald Dahl's stories have been aligned to the CEFR framework A1 to A2+, in four levels. Each book is also Lexile measured.The graded readers feature illustrated new words, language activities, and fun games between chapters, encouraging students and teachers to structure learning and make real progress. Every book also includes projects and discussions. Visit the Penguin Readers website for downloadable quizzes, worksheets and answer keys, as well as accompanying audio and a digital version of the book.The Enormous Crocodile, a Level 1 R

Learn English with Danny the Champion of the World! A Penguin Readers book. Discover fifteen famous Roald Dahl adventures, adapted for learners of English aged 7+. Can you read them all?Penguin Readers is an ELT graded reader series for learners of English as a foreign language.With simplified text, illustrations and language learning exercises, the print edition also includes instructions to access supporting material online. In these Penguin Readers editions, Roald Dahl's stories have been aligned to the CEFR framework A1 to A2+, in four levels. Each book is also Lexile measured.The graded readers feature illustrated new words, language activities, and fun games between chapters, encouraging students and teachers to structure learning and make real progress. Every book also includes projects and discussions. Visit the Penguin Readers website for downloadable quizzes, worksheets and answer keys, as well as accompanying audio and a digital version of the book.Danny the Champion of the

This book provides a holistic and accessible approach to sustainable fashion management. It offers an interdisciplinary and practical outlook, combining theory with practical application from a management perspective and underpinned by the Sustainable Development Goals throughout. The book helps students to gain a better understanding of what sustainable fashion is and how it is implemented across the fashion industry, through business model innovations, innovative designs, new technology and digital approaches, and material innovations. Global case studies are employed throughout each chapter, including fashion companies and events of all sizes, alongside other pedagogical features to aid learning, including key learning points, chapter objectives, and textboxes explaining key terminology. This is an essential textbook for those investigating sustainable fashion, whether from a design or management perspective, providing the knowledge and tools for a future career. It is designed to s

This book provides a holistic and accessible approach to sustainable fashion management. It offers an interdisciplinary and practical outlook, combining theory with practical application from a management perspective and underpinned by the Sustainable Development Goals throughout. The book helps students to gain a better understanding of what sustainable fashion is and how it is implemented across the fashion industry, through business model innovations, innovative designs, new technology and digital approaches, and material innovations. Global case studies are employed throughout each chapter, including fashion companies and events of all sizes, alongside other pedagogical features to aid learning, including key learning points, chapter objectives, and textboxes explaining key terminology. This is an essential textbook for those investigating sustainable fashion, whether from a design or management perspective, providing the knowledge and tools for a future career. It is designed to s

Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.

Learn English with George's Marvellous Medicine! A Penguin Readers book. Discover fifteen famous Roald Dahl adventures, adapted for learners of English aged 7+. Can you read them all?Penguin Readers is an ELT graded reader series for learners of English as a foreign language.With simplified text, illustrations and language learning exercises, the print edition also includes instructions to access supporting material online. In these Penguin Readers editions, Roald Dahl's stories have been aligned to the CEFR framework A1 to A2+, in four levels. Each book is also Lexile measured.The graded readers feature illustrated new words, language activities, and fun games between chapters, encouraging students and teachers to structure learning and make real progress. Every book also includes projects and discussions. Visit the Penguin Readers website for downloadable quizzes, worksheets and answer keys, as well as accompanying audioand a digital version of the book.George's Marvellous Medicine,

Penguin Readers is an ELT graded reader series for learners of English as a foreign language. With carefully adapted text, new illustrations and language learning exercises, the print edition also includes instructions to access supporting material online. Titles include popular classics, exciting contemporary fiction, and thought-provoking non-fiction, introducing language learners to bestselling authors and compelling content.The eight levels of Penguin Readers follow the Common European Framework of Reference for language learning (CEFR). Exercises at the back of each Reader help language learners to practise grammar, vocabulary, and key exam skills. Before, during and after-reading questions test readers' story comprehension and develop vocabulary.Visit the Penguin Readers websiteExclusively with the print edition, readers can unlock online resources including a digital book, audio edition, lesson plans and answer keys. Eleven-year-old Anne has no parents, and she goes to live with

Written by an expert author team with over 50 years’ combined classroom experience, Busy Ant Maths is a flexible, whole-school mathematics programme that ensures conceptual understanding and mathematical fluency from the start.The Busy Ant Maths programme ensures confidence from the start for teachers and pupils, embedding best practice across the school.Using the digital content together with this guide offers you a complete solution for planning and delivering inspiring maths lessons, helping promote learning and raising attainment for all children. The 2nd edition incorporates the ready-to-progress criteria, built into Unit Overviews and Lesson Plans, to highlight the most important knowledge and understanding in the national curriculum.

Written by an expert author team with over 50 years’ combined classroom experience, Busy Ant Maths is a flexible, whole-school mathematics programme that ensures conceptual understanding and mathematical fluency from the start.The Busy Ant Maths programme ensures confidence from the start for teachers and pupils, embedding best practice across the school.Using the digital content together with this guide offers you a complete solution for planning and delivering inspiring maths lessons, helping promote learning and raising attainment for all children. The 2nd edition incorporates the ready-to-progress criteria, built into Unit Overviews and Lesson Plans, to highlight the most important knowledge and understanding in the national curriculum.

Written by an expert author team with over 50 years’ combined classroom experience, Busy Ant Maths is a flexible, whole-school mathematics programme that ensures conceptual understanding and mathematical fluency from the start.The Busy Ant Maths programme ensures confidence from the start for teachers and pupils, embedding best practice across the school.Using the digital content together with this guide offers you a complete solution for planning and delivering inspiring maths lessons, helping promote learning and raising attainment for all children. The 2nd edition incorporates the ready-to-progress criteria, built into Unit Overviews and Lesson Plans, to highlight the most important knowledge and understanding in the national curriculum.

Written by an expert author team with over 50 years’ combined classroom experience, Busy Ant Maths is a flexible, whole-school mathematics programme that ensures conceptual understanding and mathematical fluency from the start.The Busy Ant Maths programme ensures confidence from the start for teachers and pupils, embedding best practice across the school.Using the digital content together with this guide offers you a complete solution for planning and delivering inspiring maths lessons, helping promote learning and raising attainment for all children. The 2nd edition incorporates the ready-to-progress criteria, built into Unit Overviews and Lesson Plans, to highlight the most important knowledge and understanding in the national curriculum.

Written by an expert author team with over 50 years’ combined classroom experience, Busy Ant Maths is a flexible, whole-school mathematics programme that ensures conceptual understanding and mathematical fluency from the start.The Busy Ant Maths programme ensures confidence from the start for teachers and pupils, embedding best practice across the school.Using the digital content together with this guide offers you a complete solution for planning and delivering inspiring maths lessons, helping promote learning and raising attainment for all children. The 2nd edition incorporates the ready-to-progress criteria, built into Unit Overviews and Lesson Plans, to highlight the most important knowledge and understanding in the national curriculum.

Exceptionally clear and incisive, Administrative Law is the essential guide to understanding this challenging area of the law. The author uses a variety of learning features to make complex points accessible and also to encourage reflection and debate. Chapters start with a 'look for' section which outlines the key ideas in each chapter, pop quizzes appear throughout, and each chapter is wrapped up with a 'take home message', critical questions, and a list of further reading. Digital formats and resources The fifth edition is available for students and institutions to purchase in a variety of formats, and is supported by online resources. - The e-book offers a mobile experience and convenient access along with functionality tools, navigation features and links that offer extra learning support: www.oxfordtextbooks.co.uk/ebooks - The online resources include notes on key cases and legislation, guidance on answering the questions in the text, and a guide for lecturers on possible ways

Computing is an exact science and the systematic study of any aspect necessarily involves the use of mathematical models. Moreover, the rate at which the subject is evolving demands a facility for developing new mathematical systems to keep pace with new computing systems and this requires an appreciation of how mathematics works. An understanding of the underlying mathematical structure facilitates the construction of suitable computer programs to perform computations. Assuming no specific knowledge of mathematics, the authors describe all the basic concepts required and progress from sets (rather than numbers) through a variety of algebraic structures that permit the precise description, specification and subsequent analysis of many problems in computing. The material included provides the essential mathematical foundations for core topics of computer science and extends into the areas of language theory, abstract machine theory and computer geometry. Computer Mathematics will be of

A fun first series introducing readers to life online.The online world offers great opportunities for having fun online, from gaming with friends to learning how to paint your own masterpiece! Find out the best ways to enjoy yourself safely online with Computer Kids: Having Fun Online.These positive, friendly guides aim to explain to young readers the learning potential and fun of digitaldevices, websites and (age-appropriate) media and games, but also how to stay well and protectthemselves and their projects when they're online. Simple, fun on- and off-line activities on every spreadreinforce readers' understanding and allow them to explore the digital world safely, while the character'Max Computer' offers practical advice and hands-on tips.Contents:Having fun online Games galore! Controlling games Good gaming Sounds fun! Arty ideas Arts and crafts computing Fun photos Being social Learning is fun! Virtual reality Indoors and outdoors Max Computer recommends Griz's quiz Glossary Find

A fun first series introducing readers to life online.The online world offers great opportunities for having fun online, from gaming with friends to learning how to paint your own masterpiece! Find out the best ways to enjoy yourself safely online with Computer Kids: Having Fun Online.These positive, friendly guides aim to explain to young readers the learning potential and fun of digitaldevices, websites and (age-appropriate) media and games, but also how to stay well and protectthemselves and their projects when they're online. Simple, fun on- and off-line activities on every spreadreinforce readers' understanding and allow them to explore the digital world safely, while the character'Max Computer' offers practical advice and hands-on tips.Contents:Having fun online Games galore! Controlling games Good gaming Sounds fun! Arty ideas Arts and crafts computing Fun photos Being social Learning is fun! Virtual reality Indoors and outdoors Max Computer recommends Griz's quiz Glossary Find

Inspire Science is designed to foster students’ innate curiosity, elevate their critical thinking, facilitate handson investigation to deepen their understanding, and encourage creative problem-solving to inspire innovative thinking. The Inspire Science progressions within each grade establish a strong base of knowledge for the performance expectations the following years. Inspire Science, Grade 1 also offers science read alouds, leveled readers, collaboration kits, and a variety of digital resources to engage students in collaborative hands-on learning.

Clinical case studies have long been recognized as a useful adjunct to problem-based learning and continuing professional development. They emphasize the need for clinical reasoning, integrative thinking, problem-solving, communication, teamwork and self-directed learning – all desirable generic skills for health care professionals. This book is based on the unique autonomic program at the Mayo Clinic, comprising an autonomic laboratory that studies over 4000 patients annually. The authors teach using actual patient material and laboratory recordings to clarify complex autonomic syndromes. Important and common disorders like neurogenic orthostatic hypotension and distal small fiber neuropathy are described in some detail. There are also fascinating uncommon autonomic syndromes described succinctly and clearly. Emphasis is given to clarifying what is real and highlighting those changes that mimic autonomic dysfunction. Providing a broad breadth of coverage with many clinical examples,

The text contains all the essential elements of communication principles, devices, circuits, antennas, and systems covering the electromagnetic spectrum from KHz to MHz of radio frequency (RF) that was developed in the formative stage of wireless technology. Also, the digital revolution, that has changed the landscape of modern electronics for wireless technology, has been discussed emphasizing the fundamentals including digital computers. The presentation of the book is in a concise yet complete way and stresses the physical and technical aspects with application viewpoints but using minimum possible mathematics.The book: Discusses the historical background of different developments of wireless technology from KHz to MHz and going through the GHz to THz in due perspective to provide a holistic view of the development of wireless technology from its inception to contemporary times. Contains in brief the basic concepts of electromagnetism like Maxwell’s wave equation, evanescent waves,

Written by an expert author team with over 50 years’ combined classroom experience, Busy Ant Maths is a flexible, whole-school mathematics programme that ensures conceptual understanding and mathematical fluency from the start.The Busy Ant Maths programme ensures confidence from the start for teachers and pupils, embedding best practice across the school.Using the digital content together with this guide offers you a complete solution for planning and delivering inspiring maths lessons, helping promote learning and raising attainment for all children. The 2nd edition supports the 2023 Statutory Framework for EYFS and 2021 Development Matters guidance, built into Unit Overviews and Lesson plans to highlight the most important knowledge and understanding in the national curriculum.

In developing a new and highly innovative theory of economic policy, this book deals with conflicts between strategic actions by public and private agents. It builds on the Lucas critique but also applies the tools introduced by Tinbergen and Theil to dynamic policy games, and from there derives a new theory of economic policy. Its main propositions describe such properties in the models currently used for policy-making as neutrality and equilibrium existence, uniqueness, and multiplicity. These properties are key to understanding the impact of concepts such as rational expectations, time inconsistency, communication and the use of policy announcements. As the numerous examples show, they are useful both for model building and for devising optimal institutions. The Theory of Economic Policy in a Strategic Context is an essential but accessible tool for economic researchers involved in policy questions.

In developing a new and highly innovative theory of economic policy, this book deals with conflicts between strategic actions by public and private agents. It builds on the Lucas critique but also applies the tools introduced by Tinbergen and Theil to dynamic policy games, and from there derives a new theory of economic policy. Its main propositions describe such properties in the models currently used for policy-making as neutrality and equilibrium existence, uniqueness, and multiplicity. These properties are key to understanding the impact of concepts such as rational expectations, time inconsistency, communication and the use of policy announcements. As the numerous examples show, they are useful both for model building and for devising optimal institutions. The Theory of Economic Policy in a Strategic Context is an essential but accessible tool for economic researchers involved in policy questions.

Adopting a highly practical approach, Remedies is designed to help trainee barristers identify appropriate remedial relief for their clients, and calculate damages where necessary. Remedies fully prepares trainee barristers for practice with coverage of the specific remedies which are available in various areas of law, including judicial review, trusts, unlawful discrimination, and EU remedies. The manual also details when specific remedies are available and what must be established for the chosen remedy to be granted. Digital formats This edition is available for students and institutions to purchase in a variety of formats. The e-book offers a mobile experience and convenient access along with functionality tools, navigation features, and links that offer extra learning support: www.oxfordtextbooks.co.uk/ebooks

Providing a detailed and pedagogical account of the rapidly-growing field of computational statistical physics, this book covers both the theoretical foundations of equilibrium and non-equilibrium statistical physics, and also modern, computational applications such as percolation, random walks, magnetic systems, machine learning dynamics, and spreading processes on complex networks. A detailed discussion of molecular dynamics simulations is also included, a topic of great importance in biophysics and physical chemistry. The accessible and self-contained approach adopted by the authors makes this book suitable for teaching courses at graduate level, and numerous worked examples and end of chapter problems allow students to test their progress and understanding.

Written by experienced English B experts and teachers, this print and digital Course Book pack provides the most comprehensive mapping to the latest DP Language B syllabus, for first examination in 2020. Each Course Book Pack is made up of one print Course Book and one enhanced online Course Book, for a rich and interactive learning experience. Developed directly with the IB, you can trust the resource to support confident development of the four language skills and to provide thorough coverage of the new prescribed themes and concepts. Now including plenty of listening practice and a wealth of additional digital materials, this brand new, enhanced edition fully supports the new IB course and assessment. This online Course Book will be available on Oxford Education Bookshelf until 2028. Access is facilitated via a unique code, which is sent in the mail. The code must be linked to an email address, creating a user account. Access may be transferred once to a new user, once the initial

Written by experienced French B experts and teachers, this print and digital Course Book pack provides the most comprehensive mapping to the latest DP Language B syllabus, for first examination in 2020. Each Course Book Pack is made up of one print Course book and one enhanced online Course book, for a rich and interactive learning experience. Developed directly with the IB, you can trust the resource to support confident development of the four language skills and to provide thorough coverage of the new prescribed themes and concepts. Now including plenty of listening practice and a wealth of additional interactive, digital activities, this brand new, enhanced edition fully supports the new IB course and assessment. The online Course Book will be available on Oxford Education Bookshelf until 2028. Access is facilitated via a unique code, which is sent in the mail. The code must be linked to an email address, creating a user account. Access may be transferred once to a new user, once