Introduction to Programming Concepts With Case Studies in Python

Designed as a textbook for a one or two-term introduction to mathematical statistics for students training to become data scientists, Foundations of Statistics for Data Scientists: With R and Python is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modelling. The book assumes knowledge of basic calculus, so the presentation can focus on 'why it works' as well as 'how to do it.' Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python.The book also introduces modern topics that do not normally appear in mathematical statistics texts but ar

★ 探討「生物設計×人工智慧」如何重塑建築與城市未來★ 從都市微生物到地質尺度，拓展設計的時間與空間想像★ 結合實務案例與學術研究，提出設計作為「共生系統」的全新觀點在人工智慧與氣候危機交織的當代，設計的角色正快速轉變。本書《Biodesign in the Age of Artificial Intelligence: Deep Green》由創新設計團隊 ecoLogicStudio 主導，延續其前作《Systemic Architecture》，進一步提出「設計智慧」不僅屬於數位領域，也深植於生物系統之中。全書分為兩大部分：第一部分「PhotoSynthetica™」聚焦於都市尺度的應用，透過介入城市微生物生態系，發展能即時回應環境的設計方案；第二部分「Deep Green」則將視野擴展至更宏觀的時空尺度，探索合成地景與長時間演化過程，將設計視為一種影響地理與地質的力量。作者結合於 University of Innsbruck 與 UCL Bartlett School of Architecture 的研究成果，提出設計應被理解為一種延伸的認知介面——一個具有感知能力、能與地球生命系統共演化的存在。在無法簡單「逆轉」氣候變遷的現實下，本書主張我們應建立新的正向變化動能，讓建築與設計成為維繫地球美感與生命力的重要角色。這不僅是一本關於未來設計的書，更是一份重新思考人類、科技與自然關係的深刻提案。Biodesign in the Age of Artificial Intelligence: Deep Green investigates the potential of nature-based technology for shaping the evolution of contemporary architecture and design. It takes on the now pervasive topic of design intelligence, extending its definition to encompass both biological and digital realms.As in their first title, Systemic Architecture: Operating Manual for the Se

This book is an introduction to epistemology written with the student foremost in mind. It provides an overview of basic concepts and problems in the theory of knowledge and directly addresses a quest

Unlocking Environmental Law is the essential introduction to this fascinating, controversial and fast-moving area of contemporary law, ensuring that you grasp the main concepts with ease, providing an

Fully updated throughout, with several new chapters, this second edition of Introduction to Inverse Problems in Imaging guides advanced undergraduate and graduate students in physics, computer science

Concepts in Reproduction integrates the principal mechanisms of reproduction among eukaryotes. It emphasizes processes and approaches that evolved to address specific problems inherent in reproduction. It is recommended for advanced undergrad students, new grad students, and researchers or clinicians seeking to expand their knowledge.

Introduction to Rehabilitation Engineering, Second Edition offers a concise yet thorough foundation in a critical and rapidly evolving field—inviting further exploration, innovation, and impact.

Sociolinguistics is the study of the interaction between language and society. In this classic introductory work, Janet Holmes and Nick Wilson examine the role of language in a variety of social contexts, considering both how language works and how it can be used to signal and interpret various aspects of social identity. Divided into three parts, this book explains basic sociolinguistic concepts in the light of classic approaches, as well as introducing more recent research.This sixth edition has been revised and updated throughout, using key concepts and examples to guide the reader through this fascinating area, including:• New material on gender, social media and online use of language, codeswitching, and language policy• An updated companion website that is fully cross- referenced within this book and features video and audio materials and links to useful websites• Revised examples and exercises that include new material from Asia and South America• Fully updated further reading a

Interoperability in IoT for Smart Systems discusses the different facets of interoperability issues among the IoT devices and their solutions, the scalability issues in an IoT network, and provides solutions for plug-n-play of new devices with the existing IoT system. It also addresses the possible usage of interoperable and plug-n-play IoT networks in different systems to make them smarter. Aimed at researchers and graduate students in computer science, computer engineering, computer networks, electronics engineering, this bookExclusively covers interoperability of IoT systems in parallel with their use towards the development of smart systems Discusses the requirements of interoperability in smart IoT systems and their solutions Reviews IoT applications in different smart and intelligent systems Explores dealing with interoperability of heterogeneous participating devices Provides different case studies and open problems related to interoperability in IoT systems

The Web of Things (WoT) is a concept that describes approaches, programming tools and software architectural systems, which interface networks of real-world objects with the World Wide Web. The book is organized into 11 chapters, each focusing on a unique wireless technological aspect of the Web of Things, and it aims to comprehensively cover each of its various applications, including:A strong emphasis on WoT problems and solutions, identifying the main open issues, innovations and latest technologies behind WoTA blend of theoretical and simulation-based problems for better understanding of the concepts behind WoTVarious exemplifying applications in which the use of WoT is very attractive and an inspiration for future applicationsThe book will be useful to researchers, software developers and undergraduate and postgraduate students, as well as practitioners.

This timely and original guide to qualitative internet research offers thought-provoking case studies and debates on the methods and theories surrounding contemporary internet research.

This new fourth edition remains the only textbook in the field which provides a detailed overview of key theories, concepts and findings within the discipline of sport psychology, as well as a critica

With clear explanations, real-world examples and updated ancillary material, the 11th edition of Environmental Chemistry emphasizes the concepts essential to the practice of environmental science, technology and chemistry. The format and organization popular in preceding editions is used, including an approach based upon the five environmental spheres and the relationship of environmental chemistry to the key concepts of sustainability, industrial ecology and green chemistry. The new edition provides a comprehensive view of key environmental issues, and significantly looks at diseases and pandemics as an environmental problem influenced by other environmental concerns like climate change.Features:*The most trusted and best-selling text for environmental chemistry has been fully updated and expanded once again*The author has preserved the basic format with appropriate updates including a comprehensive overview of key environmental issues and concerns*New to this important text is materi

This book addresses elements of VANET alongwith communication components, functionality and configuration, including issues like security, speed of message forwarding, priority-based forwarding, and malicious node detections and preventions supported by examples, case studies, technical descriptions, scenarios, procedures, algorithms and protocols.

Board games are increasingly recognized as an artform of their own, but their design and aesthetics are just as important as their gameplay mechanics. In this handbook, art director and graphic designer Daniel Solis offers his 20+ years of expertise in graphic design in tabletop gaming. With a sense of humor, plenty of examples, and simple tips, Graphic Design for Board Games covers everything from typography to retail presence.Learn how to effectively use graphic design elements to enhance player experience. Create stunning game components, clear rulebooks, and effective game boards that will keep players engaged. Key Features:Highlights unique challenges and solutions of graphic design for board gamesIncludes commentary from over a dozen board game graphic designersExplains complex concepts with numerous visual examplesTrains designers to incorporate heuristics, accessibility, and semioticsNewcomers will learn introductory concepts of visual communication.Intermediate designers will

This book provides a comprehensive introduction to communication strategies in business with a focus on diversity management skills.

The COVID-19 pandemic has affected the entire world in an unprecedented way and this book provides an overview of the historical facts as well as ongoing approaches to tackle the COVID-19 pandemic. Experts of the respective domains provide details on anti-SARS-COV-2 drug strategies, including repurposing drugs used for other indications and development of novel drugs looking at different approaches to target virus entry and replication. COVID-19 vaccine development based on inactivated and attenuated live virus, protein subunit and peptide-based vaccines and utilization of vaccine candidates based on viral vectors, DNA and RNA are presented for both preclinical studies and clinical trials.Key Features* Explains the background of the COVID-19 pandemic, the current progress in the development of treatments and prevention of COVID-19 including future aspects of dealing with pandemics. * Serves as a timely repository of knowledge on COVID-19 for researchers and medical professionals engage

This revised and updated tenth edition of the bestselling textbook Politics UK is an indispensable introduction to British politics. It provides a thorough and accessible overview of the institutions and processes of British government, an excellent grounding in British political history and an incisive introduction to the issues and challenges facing Britain today. This edition welcomes three brand new chapters - 'Elites in the United Kingdom', 'Gender and British politics' and 'UK Immigration policy in hostile environment' - alongside rigorously updated revised chapters.It delivers excellent coverage of contemporary events, with significant new material covering: the Johnson premiership and the national challenge of Covid-19, the end of the May premiership and the implementation of Brexit, the Labour Party's transition from Corbyn to Starmer, infrastructure and innovation, 'fake news', populism and nationalism, the UK's place in a post-Brexit world, climate change, social mobility an

Solution-Focused Play Therapy is an essential text that blends the process of play therapy with solution-focused therapy. With a focus on child strengths and resources, this book identifies key concepts and principles in solution-focused play therapy (SFPT). The author provides neurobiological and developmental support for SFPT and guidance on how practitioners can transition from using a non-directive approach to a more directive and activity-based approach based on the developmental needs of the child.Chapters describe the 12 basic skills needed for employing this approach with children of all ages and their families. Harnessing a strengths-oriented approach, the author presents expressive ways to use key SFPT techniques, including the miracle question, scaling, finding exceptions, and end-of-session feedback. Clinicians will come away from the book with a suite of interventions, strategies, handouts, and forms that can be employed with children of all ages and their families, from s

The field of fan studies has seen exponential growth in recent years and this companion brings together an internationally and interdisciplinarily diverse group of established scholars to reflect on the state of the field and to point to new research directions. Engaging an impressive array of media texts and formats and incorporating a variety of methodologies, this collection is organized into six main sections: methods and ethics, technologies and practices, identities, race and transcultural fandom, industry, and futures. Each section concludes with a conversation among some of the field's leading scholars and industry insiders to address a wealth of questions relevant to each section topic.

This book deals with a careful presentation of the principles on which the physical problems are based and the mathematical treatment of the problems. The fundamental solution is used as in classical potential theory to construct solutions to initial and certain boundary value problems for the linear Stokes equations.

This handbook presents a thorugh introduction to current topics of mathematical research in combinatorial algebraic geometry. Aimed at graduate students researching algebraic combinatorics and Lie theory, and experts in the field and Mathematicians looking for a centralized reference on the geometry and combinatorics of flag varieties.

Countering with Compassion provides educators with the tools needed to weave compassionate practice into their classrooms, schools, and wider communities.

This book offers a new analysis of why Trump’s Far Right populism helped him win the Presidency twice, and how it enshrined a corporate establishment that he claimed to run against. Charles Derber presents a counter history of positive left populism and argues that populist parties gain power in eras of hard times for working people while mainstream parties lose voter support as they defend the existing system. Fighting Oligarchy: How Positive Populism Can Reclaim America makes the unorthodox case that only a left-leaning positive populist movement is likely to defeat Trump and his corporate regime.Derber highlights the core principles of resistance to build a new and sustainable US democracy.

The world is periodically consumed in violence, in recent years by the Russian invasion of Ukraine, Hamas’ October 7th terrorism in Israel, and by the genocide of Palestinians in Gaza by Israelis in response. To this world-historical situation, this book attempts a curriculum studies response.

This book brings together a group of international scholars to discuss theoretical and comparative considerations of judicial accountability. Accountability of the judiciary is an essential element in a democratic state ruled by law. Its design must take into account the need to ensure both the legitimacy of the judiciary and its independence. The work discusses accountability in the light of recent research, including studies on the crisis of the rule of law in the contemporary world. The book adopts a broad approach to accountability, which has various facets, referring both to the courts, that is the organisational element of the judicial branch of government, and to judges, its individual dimension. Divided into four parts, the first deals with the essence of the concept of accountability of the judiciary; the second discusses the emerging standards relating primarily to the individual accountability of judges, while the third discusses the position of constitutional judges through

Following the recent release of the new Royal College of Radiology Curriculum, the highly successful text, Rapid Review of Radiology has been updated and expanded to ensure full coverage of the new curriculum. New technologies from the last 10 years have now been included with new interventional procedures. The book contains 600 images including Cardiac CT, Radiofrequency ablation, Nuclear Medicine, Postmortem CT, and Artificial intelligence. It is of value to radiologists in training and other health professionals wishing to improve their radiological skills and is the second edition of the bestseller for the FRCR Part 2B exam. Key Features:1. Uses a case-based approach to diagnostic radiology, being remarkably comprehensive.2. Features very high-quality images, useful for senior radiology trainees and residents preparing for American Board of Radiology and Royal College of Radiology exams.3. Compiles 200+ cases to help the reader with the practical aspects of image recognition and di