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Digitalization in companies: From theoretical approaches to practical
by Thomas Barton Christian Müller Christian SeelThe book conveys current approaches to digitization in companies and shows how digitization projects can be successfully and safely implemented in practice. Based on the description of a changing value creation and working world, the changes associated with digitization are explained using application scenarios: New business models and business processes are being established, the development of products is changing as is the interaction with customers, new opportunities but also new risks are emerging. The authors of the article present the basics as well as concepts for the concrete planning and implementation of the digitization of processes and applications. Aspects of IT security are not neglected either. The editors' work is based on questions from entrepreneurial practice and is also suitable for students and teachers.
Recent Advances in Logo Detection Using Machine Learning Paradigms: Theory and Practice (Intelligent Systems Reference Library #255)
by Yen-Wei Chen Xiang Ruan Rahul Kumar JainThis book presents the current trends in deep learning-based object detection framework with a focus on logo detection tasks. It introduces a variety of approaches, including attention mechanisms and domain adaptation for logo detection, and describes recent advancement in object detection frameworks using deep learning. We offer solutions to the major problems such as the lack of training data and the domain-shift issues. This book provides numerous ways that deep learners can use for logo recognition, including: Deep learning-based end-to-end trainable architecture for logo detection Weakly supervised logo recognition approach using attention mechanisms Anchor-free logo detection framework combining attention mechanisms to precisely locate logos in the real-world images Unsupervised logo detection that takes into account domain-shift issues from synthetic to real-world images Approach for logo detection modeling domain adaption task in the context of weakly supervised learning to overcome the lack of object-level annotation problem. The merit of our logo recognition technique is demonstrated using experiments, performance evaluation, and feature distribution analysis utilizing different deep learning frameworks. The book is directed to professors, researchers, practitioners in the field of engineering, computer science, and related fields as well as anyone interested in using deep learning techniques and applications in logo and various object detection tasks.
Human Factors and Ergonomics Toward an Inclusive and Sustainable Future: HFEM 2023 (Springer Series in Design and Innovation #46)
by Yee Guan Ng Dian D. I. Daruis Nor Wahiza Abdul WahatThis book gathers the refereed proceedings of the 5th HFEM Biennial Conference on Human Factors and Ergonomics, organized by the Human Factors and Ergonomics Society Malaysia, held in Langkawi, Malaysia on August 13–18, 2023. Under the theme "Accelerating Human Factors and Ergonomics Toward an Inclusive and Sustainable Future", it highlights the latest theories and models, as well as cutting-edge technologies and applications on human factors and ergonomics. By combining findings from a range of disciplines including engineering, design, robotics, health care, management, computer science, human biology, and behavioral science, it offers an excellent source of innovative ideas to stimulate future discussions and developments aimed at applying knowledge and techniques to optimize system performance, while at the same time promoting the health, safety, and well-being of individuals. It includes papers from researchers and practitioners, scientists and physicians, institutional leaders, managers, and policy makers that contribute to constructing the human factors and ergonomics approach across a variety of methodologies, domains, and productive sectors.
Assessing Policy Effectiveness using AI and Language Models: Applications for Economic and Social Sustainability (International Series in Operations Research & Management Science #354)
by Chandrasekar VuppalapatiThis volume uses advanced machine learning techniques to analyze government communication to evaluate policy effectiveness. The book develops policy effectiveness foundation models by cohorting historical budget policies with statistical models which are built on well reputed data sources including economic events, macroeconomic trends, and ratings and commerce terms from international institutions. By signal mining policies to the economic outcome patterns, the book aims to create a rich source of successful policy insights in terms of their effectiveness in bringing development to the poor and underserved communities to ensure the spread of wealth, social wellbeing, and standard of living to the common denomination of society rather than a selected quotient. Enabling academics and practitioners across disciplines to develop applications for effective policy interventions, this volume will be of interest to a wide audience including software engineers, data scientists, social scientists, economists, and agriculture practitioners.
A Medical Educator's Guide to Thinking Critically about Randomised Controlled Trials: Deconstructing the "Gold Standard"
by Margaret MacDougallDrawing on the statistical and philosophical expertise of its authors, this book is designed to improve understanding and use of randomised controlled trials (RCTs) among health professionals. It is intended for use primarily by medical educators involved in teaching statistics and evidence-based medicine (EBM) to medical students, junior doctors and other health professionals. However, each of the chapters serves a wider range of interests, including the practical needs of physicians in interpreting research evidence to support clinical decision making and the teaching needs of philosophers of medicine who want to more fully appreciate how RCTs work in practice and provide engaging examples for their students. Rather than compete with the proliferating methodological literature on RCT designs, this book focuses on cultivating a healthy skepticism among developing health professionals to support critical appraisal of their own and published work on RCTs at a fundamental level, including through a more informed understanding of the place of subgroup analyses in sound statistical inference. Management of the positive predictive value in the statistical analysis of RCT findings is included as an important topic for contemporary medical curricula. In comparing RCTs with non-randomised studies, a search for empirical evidence for the superiority of RCTs is initiated, pointing to the need for further work to confirm what form this evidence should take.Medical educators will find a wealth of reasons to encourage their students to think more critically about how the RCT operates in practice as a gold standard.
Advances in Bioengineering and Clinical Engineering: Proceedings of the XXIV Argentinian Congress of Bioengineering (SABI 2023), October 3–6, 2023, Buenos Aires, Argentina - Volume 1 (IFMBE Proceedings #106)
by Ricardo Armentano Fernando Emilio Ballina Rubén Carlos Acevedo Gustavo Javier MeschinoThis book offers a timely snapshot of research, technologies and best practices in the broad area of bioengineering and clinical engineering. It reports on advances in biomechanics, biomedical image processing, biomaterials and tissue engineering. Further, it covers applications of artificial intelligence in biology and medicine, and instrumentation. Gathering the first volume of the proceedings of the XXIV Argentinian Congress of Bioengineering (SABI 2023), held on October 3–6, 2023, in Buenos Aires, Argentina - and organised by the Sociedad Argentina de Bioingeniería, this book provides an extensive source of information for both researchers and professionals in biomedical and clinical engineering.
Chinese Mental Health Scale Translation (New Frontiers in Translation Studies)
by Meng Ji Yi ShanThis open access book illustrates the key steps and procedures of developing mental health scales into linguistically and culturally appropriate translations. Through illustrative case studies, we demonstrate that traditional forward and backward translation have significant methodological limitations when applied in mental health scale translation, such as linguistic and cultural inaccessibility and inaccuracy in the clinic. Our book will stimulate more academic debates and further systematic research into the significant, interdisciplinary area of mental health translation, which has been underexplored in Translation Studies.
Embedding Artificial Intelligence into ERP Software: A Conceptual View on Business AI with Examples from SAP S/4HANA
by Siar SarferazThis book explains how to embed artificial intelligence in digitized business processes of ERP software by solving the two related substantial challenges: how can artificial intelligence be systematically integrated into ERP business processes for ease of consumption, and how can artificial intelligence be made enterprise-ready by covering ERP qualities like compliance, lifecycle management, extensibility, or scalability? As a general introduction, the first part of this book takes the reader through a historical journey towards intelligent ERP systems. In addition, reference processes and a reference architecture for ERP systems are proposed which build the foundation for the suggested subsequent solution concept, including a method for operationalizing intelligence for ERP business processes. Subsequently, in the second part detailed concepts of embedding artificial intelligence into ERP software are proposed. In this context the suggested solution architecture is depicted, and specific topics are resolved like data integration, model validation, explainability, data protection and privacy, model degradation and performance. In the last part an implementation framework is suggested which enables the previously introduced concepts and harmonizes the development and operations of artificial intelligent ERP applications. This part concludes with case studies considering artificial intelligence scenarios of SAP S/4HANA in the areas of logistics, finance and sales which apply the defined solution approach and shows its real-world feasibility. This book is written for professionals who want to implement (as developers) or exploit (as business analysts or consultants) or consider/plan the implementation/exploitation (as managers) of artificial intelligence in business information systems.
How Partisan Media Polarize America (Chicago Studies In American Politics Ser.)
by Matthew LevenduskyForty years ago, viewers who wanted to watch the news could only choose from among the major broadcast networks, all of which presented the same news without any particular point of view. Today we have a much broader array of choices, including cable channels offering a partisan take. With partisan programs gaining in popularity, some argue that they are polarizing American politics, while others counter that only a tiny portion of the population watches such programs and that their viewers tend to already hold similar beliefs. In How Partisan Media Polarize America, Matthew Levendusky confirms—but also qualifies—both of these claims. Drawing on experiments and survey data, he shows that Americans who watch partisan programming do become more certain of their beliefs and less willing to weigh the merits of opposing views or to compromise. And while only a small segment of the American population watches partisan media programs, those who do tend to be more politically engaged, and their effects on national politics are therefore far-reaching. In a time when politics seem doomed to partisan discord, How Partisan Media Polarize America offers a much-needed clarification of the role partisan media might play.
Coding Examples from Simple to Complex: Applications in JavaScript™ (Synthesis Lectures on Computer Science)
by Paul A. GagniucThis book provides a comprehensive guide to JavaScript, which stands as the cornerstone of modern programming and is the main computer language driving the Internet. The author introduces readers to the rich world of JavaScript, taking them on a journey from the fundamentals to advanced topics, equipping them with the knowledge and skills needed to become a proficient science and engineering oriented JavaScript developer. The book provides a treasure trove of practical examples, meticulously crafted to deepen the reader understanding of JavaScript. This comprehensive exploration is designed to cater to novice learners as well as mature developers and scientists, equipping them with the requisite knowledge and competencies to harness the JavaScript full potential in their respective projects. This book is part of a series of works designed to present both the examples and their explanations in various computer languages, as close to a mirror version as possible.
Coding Examples from Simple to Complex: Applications in Python™ (Synthesis Lectures on Computer Science)
by Paul A. GagniucThis book provides a comprehensive guide to Python, which stands as the cornerstone of modern programming and is the main computer language driving software prototyping in both industry and research. The author introduces readers to the rich world of Python, taking them on a journey from the fundamentals to advanced topics, equipping them with the knowledge and skills needed to become a proficient Python developer or scientist. The book provides a treasure trove of practical examples, meticulously crafted to deepen the reader understanding of Python. This comprehensive exploration is designed to cater to novice learners as well as mature developers and scientists, equipping them with the requisite knowledge and competencies to harness the Python full potential in their respective projects. From the basics of variable naming and program structure to complex matrix operations, recursion, and object-oriented programming, this book covers it all. This book is part of a seriesof works designed to present both the examples and their explanations in various computer languages, as close to a mirror version as possible.
Mobile Radio Communications and 5G Networks: Proceedings of Fourth MRCN 2023 (Lecture Notes in Networks and Systems #915)
by Dinesh Kumar Shruti Jain Nikhil Kumar Marriwala Sunil DhingraThis book features selected high-quality papers from the Forth International Conference on Mobile Radio Communications and 5G Networks (MRCN 2023), held at University Institute of Engineering and Technology, Kurukshetra University, Kurukshetra, India, during August 25–26, 2023. The book features original papers by active researchers presented at the International Conference on Mobile Radio Communications and 5G Networks. It includes recent advances and upcoming technologies in the field of cellular systems, 2G/2.5G/3G/4G/5G, and beyond, LTE, WiMAX, WMAN, and other emerging broadband wireless networks, WLAN, WPAN, and various home/personal networking technologies, pervasive and wearable computing and networking, small cells and femtocell networks, wireless mesh networks, vehicular wireless networks, cognitive radio networks and their applications, wireless multimedia networks, green wireless networks, standardization of emerging wireless technologies, power management and energy conservation techniques.
Computational Design for Landscape Architects
by Brendan HarmonThis book is a guide to computational design for landscape architects replete with extensive tutorials. It introduces algorithmic approaches for modeling and designing landscapes. The aim of this book is to use algorithms to understand and design landscape as a generative system, i.e. to harness the processes that shape landscape to generate new forms. An algorithmic approach to design is gently introduced through visual programming with Grasshopper, before more advanced methods are taught in Python, a high-level programming language. Topics covered include parametric design, randomness and noise, waves and attractors, lidar, drone photogrammetry, point cloud modeling, terrain modeling, earthworks, digital fabrication, and more. The chapters include sections on theory, methods, and either visual programming or scripting. Online resources for the book include code and datasets so that readers can easily follow along and try out the methods presented. This book is a much-needed guide, both theoretical and practical, on computational design for students, educators, and practitioners of landscape architecture.
Adaptive Filtering Under Minimum Mean p-Power Error Criterion
by Badong Chen Wentao MaAdaptive filtering still receives attention in engineering as the use of the adaptive filter provides improved performance over the use of a fixed filter under the time-varying and unknown statistics environments. This application evolved communications, signal processing, seismology, mechanical design, and control engineering. The most popular optimization criterion in adaptive filtering is the well-known minimum mean square error (MMSE) criterion, which is, however, only optimal when the signals involved are Gaussian-distributed. Therefore, many "optimal solutions" under MMSE are not optimal. As an extension of the traditional MMSE, the minimum mean p-power error (MMPE) criterion has shown superior performance in many applications of adaptive filtering. This book aims to provide a comprehensive introduction of the MMPE and related adaptive filtering algorithms, which will become an important reference for researchers and practitioners in this application area. The book is geared to senior undergraduates with a basic understanding of linear algebra and statistics, graduate students, or practitioners with experience in adaptive signal processing.Key Features: Provides a systematic description of the MMPE criterion. Many adaptive filtering algorithms under MMPE, including linear and nonlinear filters, will be introduced. Extensive illustrative examples are included to demonstrate the results.
Anforderungen an unternehmerische Entscheidungen in einer dynamischen Welt (Business - Innovation - High Tech)
by Matthias Graumann Achim Burkhardt Thomas WengerUnternehmerische Entscheidungen profitieren vom Rückgriff auf wissenschaftliches Wissen. Es leitet nicht nur das methodische Vorgehen beim Treffen von Entscheidungen an, sondern stellt auch konkrete Ursache-Wirkungs-Beziehungen zur Verfügung. Auf diese Weise unterstützt die Wissenschaft die Beantwortung praktischer Fragen, was die Autoren dieses Sammelbandes anhand zahlreicher Beispiele aus Organisation, Führung und Marketing illustrieren.
Kalman-Filter: Einführung in die Zustandsschätzung und ihre Anwendung für eingebettete Systeme
by Reiner Marchthaler Sebastian DinglerDieses Lehrbuch befasst sich leicht verständlich mit der Theorie der Kalman-Filterung. Die Autoren geben damit eine Einführung in Kalman-Filter und deren Anwendung für eingebettete Systeme. Zusätzlich wird anhand konkreter Praxisbeispiele der Kalman-Filterentwurf demonstriert – Teilschritte werden im Buch ausführlich erläutert.Kalman-Filter sind die erste Wahl, um Störsignale auf den Sensorsignalen zu eliminieren. Dies ist von besonderer Bedeutung, da viele technische Systeme ihre prozessrelevanten Informationen über Sensoren gewinnen. Jeder Messwert eines Sensors weißt jedoch aufgrund verschiedener Ursachen einen Messfehler auf. Würde ein System nur auf Basis dieser ungenauen Sensorinformationen arbeiten, so wären viele Anwendungen, wie zum Beispiel ein Navigationssystem oder autonome arbeitende Systeme, nicht möglich.Das Buch ist geeignet für interessierte Bachelor- und Master-Studierende der Fachrichtungen Informatik, Maschinenbau, Elektrotechnik undMechatronik. Ebenso ist das Buch eine Hilfe für Ingenieure und Wissenschaftler, die ein Kalman-Filter z. B. für die Datenfusion oder die Schätzung unbekannter Größen in Echtzeitanwendungen einsetzen möchten.
Trends and Challenges in Multidisciplinary Research for Global Sustainable Development: Proceedings of the 3rd International Conference on Applied Science and Advanced Technology (Lecture Notes in Networks and Systems #965)
by Angel Moisés Hernández Ponce Khemisset Marcos Escobar Liline Daniel Canales Hernández Marivel Zea Ortiz Róger E. Sánchez AlonsoSince its beginning the International Conference on Applied Sciences and Advanced Technology (ICASAT) was planned as a multidisciplinary space and as a platform to explore the frontiers of knowledge in different areas such as Machine Vision, Biotechnology, Computer Sciences, Mechatronics and, Sustainability. Also, a multidisciplinary perspective is required in all aspects of science, engineering, and research, moving towards a more complete overview of recent advances. On its third edition, ICASAT received works focused on the Trends and Challenges for Global Sustainable Development. This book is a collection of the works presented during ICASAT 2023.
Spatial Data and Intelligence: 5th China Conference, SpatialDI 2024, Nanjing, China, April 25–27, 2024, Proceedings (Lecture Notes in Computer Science #14619)
by Xiaofeng Meng Xueying Zhang Bolong Zheng Danhuai Guo Di Hu Chunju ZhangThis book constitutes the refereed post proceedings of the 5th China Conference on Spatial Data and Intelligence, SpatialDI 2024, held in Nanjing, China, during April 25–27, 2024. The 25 full papers included in this book were carefully reviewed and selected from 95 submissions. They were organized in topical sections as follows: Spatiotemporal Data Analysis, Spatiotemporal Data Mining, Spatiotemporal Data Prediction, Remote Sensing Data Classification and Applications of Spatiotemporal Data Mining.
Emerging Trends and Applications in Artificial Intelligence: Selected papers from the International Conference on Emerging Trends and Applications in Artificial Intelligence (ICETAI) (Lecture Notes in Networks and Systems #960)
by Fausto Pedro García Márquez Akhtar Jamil Alaa Ali Hameed Isaac Segovia RamírezThe book covers the proceedings of the International Conference on Emerging Trends and Applications in Artificial Intelligence (ICETAI) held at Istanbul Medipol University, Turkey, on 24 – 25 August 2023. It presents a comprehensive compilation of papers covering the forefront of artificial intelligence, encapsulating state-of-the-art models, innovative methodologies applied to benchmark datasets, and incisive analyses addressing contemporary challenges. Encompassing four pivotal tracks—Artificial Intelligence and Machine Learning, Big Data and Cloud Computing, Internet of Things and Sensor Technology, and Applications of Artificial Intelligence—this volume serves as a vital resource for researchers, scholars, and professionals navigating the multifaceted landscape of AI advancements and their real-world applications across diverse domains.
Manipulationen und Moneten – Datentrickserei im digitalen Zeitalter
by Hans-J. LenzSchummeln ist neben Schwindeln mit Sicherheit Teil menschlichen Lebens. Es fängt schon im Kindergarten an mit Klauen von Spielsachen oder von Süßigkeiten. In der Schule wird abgeschrieben oder es werden Spicker benutzt. In der Berufswelt eröffnet die digitale Welt neue Möglichkeiten und berührt alle Lebensbereiche. Datenbetrug zielt auf geldliche Vorteile und Prestige ab oder wird vom Hass getrieben. Seine gesamte Breite wird sachlich vorgestellt und begründet, jedoch so, dass in vielen Fällen noch Schmunzeln über Einfallsreichtum und Tricksereien der Datenbetrüger möglich ist.Der Begriff Datenbetrug ist umfassend und reicht von A (Arzt im Profisport) bis Z (Zocken beim Fußball). Er ist nicht ausschließlich juristisch zu sehen, sondern ist ein gesellschaftlich-wirtschaftliches Phänomen jeder zivilisierten Gesellschaft. Die digitale Welt mit ihren virtuellen Räumen eröffnet allen Unredlichen künftig ganz neue, beängstigende Perspektiven.
Handbook of Scan Statistics
by Joseph Glaz Markos V. KoutrasScan statistics, one of the most active research areas in applied probability and statistics, has seen a tremendous growth during the last 25 years. Google Scholar lists about 3,500 hits to references of articles on scan statistics since the year 2020, resulting in over 850 hits to articles per year. This is mainly due to extensive and diverse areas of science and technology where scan statistics have been employed, including: atmospheric and climate sciences, business, computer science, criminology, ecology, epidemiology, finance, genetics and genomics, geographic sciences, medical and health sciences, nutrition, pharmaceutical sciences, physics, quality control and reliability, social networks and veterinary science. This volume of the Handbook of Scan Statistics is a collection of forty chapters, authored by leading experts in the field, outlines the research and the breadthof applications of scan statistics to the numerous areas of science and technology listed above. These chapters present an overview of the theory, methods and computational techniques, related to research in the area of scan statistics and outline future developments. It contains extensive references to research articles, books and relevant computer software. Handbook of Scan Statistics is an excellent reference for researchers and graduate students in applied probability and statistics, as well as for scientists in research areas where scan statistics are used. This volume may also be used as a textbook for a graduate level course on scan statistics.
Bioinformatics for Oral Cancer: Current Insights and Advances
by Raghavendra Amachawadi Shiva Prasad Kollur Chandan Shivamallu Mahesh KpAmid the rising global concern of oral cancer, this book provides a compelling exploration of the intricate oral cavity, focused on shedding light on early diagnosis and addressing outdated paradigms, it delves into the persistent challenges of oral premalignant lesions. Tailored for both beginners and researchers, its six chapters encompass the spectrum of genome sequencing, diagnostic biomarkers, gene expression, and more. Discover a fusion of basic and clinical sciences, aiming to invigorate the study of bioinformatics and oral cancer, and ultimately improve survival rates.Bioinformatics for Oral Cancer: Current Insights and Advances serves as a comprehensive guide, offering a deep dive into the multifaceted landscape of oral cancer research and bioinformatics. Within its pages, readers will uncover a wealth of knowledge, starting with foundational chapters introducing bioinformatics and establishing the backdrop of oral cancer. The book then progresses into the realm of diagnostic biomarkers, revealing cutting-edge methodologies for their identification in the context of oral cancer. The book’s keen focus extends to gene expression profiles and the intricacies of gene sequencing in the context of oral cancer progression. By systematically unravelling these critical aspects, the book bridges the gap between basic and clinical sciences, equipping readers with a holistic understanding of bioinformatics’ pivotal role in enhancing our grasp of oral cancer’s complexities.By deciphering the enigmatic landscape of oral premalignant lesions, the book equips clinicians and researchers with tools to predict malignant potentials. Its meticulous exploration of gene expression profiles and sequencing promises to reshape early detection strategies, propelling the field towards improved diagnosis and treatment outcomes.
The Paradox of Democracy: Free Speech, Open Media, and Perilous Persuasion
by Zac Gershberg Sean IllingA thought-provoking history of communications that challenges ideas about freedom of speech and democracy. At the heart of democracy lies a contradiction that cannot be resolved, one that has affected free societies since their advent: Though freedom of speech and media has always been a necessary condition of democracy, that very freedom is also its greatest threat. When new forms of communication arrive, they often bolster the practices of democratic politics. But the more accessible the media of a society, the more susceptible that society is to demagoguery, distraction, and spectacle. Tracing the history of media disruption and the various responses to it over time, Zac Gershberg and Sean Illing reveal how these changes have challenged democracy—often with unsettling effects. The Paradox of Democracy captures the deep connection between communication and political culture, from the ancient art of rhetoric and the revolutionary role of newspapers to liberal broadcast media and the toxic misinformation of the digital public sphere. With clear-eyed analysis, Gershberg and Illing show that our contemporary debates over media, populism, and cancel culture are not too different from the democratic cultural experiences of the past. As we grapple with a fast-changing, hyper-digital world, they prove democracy is always perched precipitously on a razor’s edge, now as ever before.
Redefining Geek: Bias and the Five Hidden Habits of Tech-Savvy Teens
by Cassidy PuckettA surprising and deeply researched look at how everyone can develop tech fluency by focusing on five easily developed learning habits.Picture a typical computer geek. Likely white, male, and someone you’d say has a “natural instinct” for technology. Yet, after six years teaching technology classes to first-generation, low-income middle school students in Oakland, California, Cassidy Puckett has seen firsthand that being good with technology is not something people are born with—it’s something they learn. In Redefining Geek, she overturns the stereotypes around the digitally savvy and identifies the habits that can help everyone cultivate their inner geek.Drawing on observations and interviews with a diverse group of students around the country, Puckett zeroes in on five technology learning habits that enable tech-savvy teens to learn new technologies: a willingness to try and fail, management of frustration and boredom, use of models, and the abilities to use design logic and identify efficiencies. In Redefining Geek, she shows how to measure and build these habits, and she demonstrates how many teens historically marginalized in STEM are already using these habits and would benefit from recognition for their talent, access to further learning opportunities, and support in career pathways. She argues that if we can develop, recognize, and reward these technological learning habits in all kids—especially girls and historically marginalized racial and ethnic groups—we can address many educational inequities and disparities in STEM.Revealing how being good with technology is not about natural ability but habit and persistence, Redefining Geek speaks to the ongoing conversation on equity in technology education and argues for a more inclusive technology learning experience for all students.
Developing Solutions for Microsoft Azure AZ-204 Exam Guide: Discover the essentials for success when developing and maintaining cloud-based solutions on Azure
by Paul Ivey Alex IvanovBuild a thorough understanding of the technology, concepts, and development patterns used in building applications in Azure, through detailed explanations, hands-on exercises, and downloadable code samplesKey FeaturesWritten by two Microsoft technical trainers to help you explore the exam topics in a structured wayUnderstand the “why”, and not just “how” behind design and solution decisionsFollow along examples with downloadable code samples to help cement each topic's learning objectiveBook DescriptionWith the prevalence of cloud technologies and DevOps ways of working, the industry demands developers who can build cloud solutions and monitor them throughout their life cycle. Becoming a Microsoft-certified Azure developer can differentiate developers from the competition, but with such a plethora of information available, it can be difficult to structure learning in an effective way to obtain certification. Through easy-to-understand explanations and exercises, this book will provide a more palatable learning experience than what you may expect from an exam preparation book. You'll start off with a recap of some important cloud concepts, such as IaaS, PaaS, and SaaS. From there, you'll learn about each relevant solution area, with use cases. The chapters also cover different implementation methodologies, both manual and programmatic – ranging from compute resources such as App Service and serverless applications to storage, database, security, monitoring solutions, and connecting to third-party services. By the end of this book, you'll have learned everything you need to pass the AZ-204 certification exam and have a handy, on-the-job reference guide.What you will learnDevelop Azure compute solutionsDiscover tips and tricks from Azure experts for interactive learningUse Cosmos DB storage and blob storage for developing solutionsDevelop secure cloud solutions for AzureUse optimization, monitoring, and troubleshooting for Azure solutionsDevelop Azure solutions connected to third-party servicesWho this book is forThis book is for Azure developers looking to improve their Azure development knowledge to pass the AZ-204 exam. This book assumes at least one year of professional development experience with Azure, with the ability to program in at least one language supported by Azure. Existing Azure CLI and PowerShell skills will also be useful.