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Play of Chance and Purpose emphasizes learning probability, statistics, and stochasticity by developing intuition and fostering imagination as a pedagogical approach. This book is meant for undergraduate and graduate students of basic sciences, applied sciences, engineering, and social sciences as an introduction to fundamental as well as advanced topics. The text has evolved out of the author's experience of teaching courses on probability, statistics, and stochastic processes at both undergraduate and graduate levels in India and the United States. Readers will get an opportunity to work on several examples from real-life applications and pursue projects and case-study analyses as capstone exercises in each chapter. Many projects involve the development of visual simulations of complex stochastic processes. This will augment the learners' comprehension of the subject and consequently train them to apply their learnings to solve hitherto unseen problems in science and engineering.
Designed for undergraduate students of computer science, mathematics, and engineering, this book provides the tools and understanding needed to master graph theory and algorithms. It offers a strong theoretical foundation, detailed pseudocodes, and a range of real-world and illustrative examples to bridge the gap between abstract concepts and practical applications. Clear explanations and chapter-wise exercises support ease of comprehension for learners. The text begins with the basic properties of graphs and progresses to topics such as trees, connectivity, and distances in graphs. It also covers Eulerian and Hamiltonian graphs, matchings, planar graphs, and graph colouring. The book concludes with discussions on independent sets, the Ramsey theorem, directed graphs and networks. Concepts are introduced in a structured manner, with appropriate context and support from mathematical language and diagrams. Algorithms are explained through rules, reasoning, pseudocode, and relevant examples.
This textbook summarizes key issues related to justice, equity, diversity, and inclusion in the United States. Over 12 chapters, it explores police violence against Black people, xenophobia against Latinx immigrants, and growing hostility against Asian Americans, transgender people, immigrants, and refugees. Each chapter employs interactive and engaging opportunities to learn, making it the ideal introductory resource for undergraduate students. The text is structured around real-world stories, which exemplify the humanity of each topic and highlight the complexity of issues at hand. Dedicated to creating the best learning experience, Causadias presents questions for further discussion or to enhance comprehension, defines key concepts, debunks popular myths, summarizes evidence from trusted sources that challenge misinformation and disinformation, and proposes in-class exercises. Curated reading lists can be found at the end of every chapter for readers to probe deeper into specific sources and expand their understanding of different topics. This book is also available as Open Access on Cambridge Core.
Important concepts from the diverse fields of physics, mathematics, engineering and computer science coalesce in this foundational text on the cutting-edge field of quantum information. Designed for undergraduate and graduate students with any STEM background, and written by a highly experienced author team, this textbook draws on quantum mechanics, number theory, computer science technologies, and more, to delve deeply into learning about qubits, the building blocks of quantum information, and how they are used in quantum computing and quantum algorithms. The pedagogical structure of the chapters features exercises after each section as well as focus boxes, giving students the benefit of additional background and applications without losing sight of the big picture. Recommended further reading and answers to select exercises further support learning. Written in approachable and conversational prose, this text offers a comprehensive treatment of the exciting field of quantum information while remaining accessible to students and researchers within all STEM disciplines.
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.
A logical and clear exposition of hierarchy and locality by a leading figure in the field, Continuing Syntax takes students from an introductory level of syntactic theory to an understanding of cutting-edge research in the field. A comprehensive range of topics is covered, including configurationality, head-movement, clause structure, nominal structure, subjacency, barriers and phases, ensuring that students have a thorough understanding of all the main components of contemporary theory. The many example sentences, extensive glossary, end-of-chapter exercises and annotated further reading lists allow readers to embed and extend their knowledge as they progress through the book. A self-contained work ideal for intermediate-level students, this volume also builds on the author's Beginning Syntax, and lays the foundation for a third volume, Comparing Syntax, which introduces formal syntactic typology.
Confidently analyze, interpret and act on financial data with this practical introduction to the fundamentals of financial data science. Master the fundamentals with step-by-step introductions to core topics will equip you with a solid foundation for applying data science techniques to real-world complex financial problems. Extract meaningful insights as you learn how to use data to lead informed, data-driven decisions, with over 50 examples and case studies and hands-on Matlab and Python code. Explore cutting-edge techniques and tools in machine learning for financial data analysis, including deep learning and natural language processing. Accessible to readers without a specialized background in finance or machine learning, and including coverage of data representation and visualization, data models and estimation, principal component analysis, clustering methods, optimization tools, mean/variance portfolio optimization and financial networks, this is the ideal introduction for financial services professionals, and graduate students in finance and data science.
Are you a medical student preparing for the UKMLA exam? A practical companion to the textbook, The UKMLA Applied Knowledge Test: Practice Questions provides a comprehensive revision tool for any student looking to succeed in the exam. The book features over 500 multiple choice questions (MCQ) covering all the clinical presentations and conditions required for the examination. Each MCQ includes five answer options and explanations for both the correct and incorrect answers are provided, allowing readers to test the knowledge gained from the main textbook and supporting student recall and comprehension. Conveniently organised into 18 areas of clinical practice, the book follows the General Medical Council's exam content map and is ideal for on-the-go revision. An essential preparation resource for UK based medical students, and students sitting the PLAB examination.
Sociology of Mental Health, 4th Edition offers a comprehensive introduction to the impact of social forces on mental health. Fully updated throughout, it features eleven new chapters on such topics as immigration, the work-family interface, and LGBTQ+ mental health. Part I addresses the central theoretical developments in the sociology of mental health. Part II examines the social context of mental health, including the social structures, statuses, and positions that affect mental health. Part III moves to the system level, focusing on the structural forces that shape mental health care. Each chapter is written by leading scholars who have defined our understanding of the relationship between mental health and society. This book is designed for mental health students, educators, researchers, and providers, serving as an essential resource for anyone seeking to understand mental health and mental health delivery systems.
In order to be effective mathematics educators, teachers need more than content knowledge: they need to be able to make mathematics comprehensible and accessible to their students. Teaching Key Concepts in the Australian Mathematics Curriculum Years 7 to 10 ensures that pre-service and practising teachers in Australia have the tools and resources required to teach lower secondary mathematics. By simplifying the underlying concepts of mathematics, this book equips teachers to design and deliver mathematics lessons at the lower secondary level. The text provides a variety of practical activities and teaching ideas that translate the latest version of the Australian Curriculum into classroom practice. Whether educators have recently studied more complicated mathematics or are teaching out of field, they are supported to recall ideas and concepts that they may have forgotten – or that may not have been made explicit in their own education.
Fully revised and updated, the new edition of this classic textbook places a stronger emphasis on real-world test data and trains students in practical materials applications; introduces new testing techniques such as micropillar compression and electron back scatted diffraction; and presents new coverage of biomaterials, electronic materials, and cellular materials alongside established coverage of metals, polymers, ceramics and composites. Retaining its distinctive emphasis on a balanced mechanics-materials approach, it presents fundamental mechanisms operating at micro- and nanometer scales across a wide range of materials, in a way that is mathematically simple and requires no extensive knowledge of materials, and demonstrates how these microstructures determine the mechanical properties of materials. Accompanied by online resources for instructors, and including over 40 new figures, over 100 worked examples, and over 740 exercises, including over 280 new exercises, this remains the ideal introduction for senior undergraduate and graduate students in materials science and engineering.
This textbook reflects the changing landscape of water management by combining the fields of satellite remote sensing and water management. Divided into three major sections, it begins by discussing the information that satellite remote sensing can provide about water, and then moves on to examine how it can address real-world management challenges, focusing on precipitation, surface water, irrigation management, reservoir monitoring, and water temperature tracking. The final part analyses governance and social issues that have recently been given more attention as the world reckons with social justice and equity aspects of engineering solutions. This book uses case studies from around the globe to demonstrate how satellite remote sensing can improve traditional water practices and includes end-of-chapter exercises to facilitate student learning. It is intended for advanced undergraduate and graduate students in water resource management, and as reference textbook for researchers and professionals.
Including perspectives from across various health sectors, Leading and Managing Health Services considers the fundamental leadership and management skills students need to successfully navigate change and innovation in health service settings. The second edition has been updated to reflect changes to the health services industry in recent years. Two new chapters on empathic leadership and leading and managing in the digital age cover concepts including compassionate care, digital health, artificial intelligence and telehealth. Each chapter includes definitions of key terms for easy reference, contemporary case studies to provide relevant industry perspectives and end-of-chapter reflective and self-analysis questions for deeper student engagement. Written by leading academics and industry experts, Leading and Managing Health Services provides students with practical skills to lead and manage in a wide range of healthcare settings, no matter where they sit in the organisational structure.
This textbook introduces the fundamentals of MATLAB for behavioral sciences in a concise and accessible way. Written for those with or without computer programming experience, it works progressively from fundamentals to applied topics, culminating in in-depth projects. Part I covers programming basics, ensuring a firm foundation of knowledge moving forward. Difficult topics, such as data structures and program flow, are then explained with examples from the behavioral sciences. Part II introduces projects for students to apply their learning directly to real-world problems in computational modelling, data analysis, and experiment design, with an exploration of Psychtoolbox. Accompanied by online code and datasets, extension materials, and additional projects, with test banks, lecture slides, and a manual for instructors, this textbook represents a complete toolbox for both students and instructors.
This textbook is meant for first-year undergraduates majoring in mathematics or disciplines where formal mathematics is important. It will help students to make a smooth transition from high school to undergraduate differential calculus. Beginning with limits and continuity, the book proceeds to discuss derivatives, tangents and normals, maxima and minima, and mean value theorems. It also discusses indeterminate forms, functions of several variables, and partial differentiation. The book ends with a coverage of curvature, asymptotes, singular points, and curve tracing. Concepts are first presented and explained in an informal, intuitive, and conceptual style. They are then covered in the form of a conventional definition, theorem, or proof. Each concept concludes with at least one solved example. Additional solved examples are also provided under the section "More Solved Examples". Practice numerical exercises are included in the chapters so that students can apply the concepts learnt and sharpen their problem-solving skills.
This textbook focuses on general topology. Meant for graduate and senior undergraduate mathematics students, it introduces topology thoroughly from scratch and assumes minimal basic knowledge of real analysis and metric spaces. It begins with thought-provoking questions to encourage students to learn about topology and how it is related to, yet different from, geometry. Using concepts from real analysis and metric spaces, the definition of topology is introduced along with its motivation and importance. The text covers all the topics of topology, including homeomorphism, subspace topology, weak topology, product topology, quotient topology, coproduct topology, order topology, metric topology, and topological properties such as countability axioms, separation axioms, compactness, and connectedness. It also helps to understand the significance of various topological properties in classifying topological spaces.
A strong foundation in Humanities and Social Sciences helps young learners to think critically, communicate effectively, make decisions and adapt to change. Making Humanities and Social Sciences Come Alive prepares pre-service educators to effectively teach and integrate the crucial learning area of HASS, incorporating the sub-strands of History, Geography, Civics and Citizenship, and Economics and Business. The second edition provides a comprehensive introduction to HASS education for both the early years and primary education. Closely aligned with the latest versions of the Australian Curriculum and the Early Years Learning Framework, the text delivers an in-depth understanding of the curriculum structure, pedagogical approaches to teaching HASS, inclusivity, global connections and the transition to practice. Wide-ranging updates include strengthened links to demonstrate the relevance of theory and research to classroom practice, and applications for integrating the Australian Curriculum's general capabilities and cross-curriculum priorities.
Students of the arts are empowered to explore new concepts, communicate confidently and grow into creative, critical thinkers. Teaching the Arts: Early Childhood and Primary Education emphasises the fundamental nature of the arts in learning and development. Arranged in three parts and focusing on the key areas of dance, drama, media arts, music and visual arts, this book encourages educators to connect to the 'why', 'what' and 'how' of arts education. This fourth edition continues to provide up-to-date and comprehensive coverage of arts education in Australia, with links to the updated Australian Curriculum and Early Years Learning Framework. The text supports further learning in each area of the Arts through teacher tips, spotlights on Arts education and teaching in the remote classroom. Teaching the Arts is an essential resource for all pre-service early childhood and primary teachers aiming to diversify and enhance their engagement with the Arts in early education environments.