Trends in Fixed Point Theory and Fractional Calculus
This reprint, Trends in Fixed Point Theory and Fractional Calculus, brings together a carefully curated collection of contributions that highlight recent developments in two dynamic areas of modern mathematical research. Fixed point theory remains a cornerstone of nonlinear analysis, with wide applications to operator theory, variational inequalities, and functional equations. Fractional calculus, by extending differentiation and integration to non-integer orders, has emerged as a powerful framework for modeling memory effects and hereditary dynamics in complex systems.The reprint illustrates the growing synergy between these fields, showcasing advances in theoretical constructs such as contractive mappings, modular and bipolar metric spaces, enriched contractions, and set-valued mappings. At the same time, it presents practical applications to nonlinear integral equations, fractional differential systems, and stability problems relevant to physics and engineering.Contributions from international experts reflect both rigor and innovation, addressing abstract generalizations in mathematical spaces alongside real-world problem-solving. The works demonstrate the breadth and depth of current research and open avenues for further exploration across mathematics and applied sciences. This reprint will serve as a valuable reference for researchers, graduate students, and professionals seeking to engage with the latest fixed point theory and fractional calculus trends.
New Advances in Distributed Computing and Its Applications
Distributed computing frameworks offer a powerful means to train AI models and deploy AI applications at scale. This reprint aims to introduce those recent advances and practical applications in distributed computing. This reprint presents the most recent research in distributed computing, with a particular emphasis on studies that feature practical methods and experimental results. It aims to help readers quickly grasp emerging trends in the field. In particular, this reprint can assist readers in identifying effective mechanisms to address the challenges they encounter in distributed computing. Much of the content in this reprint is drawn from New Advances in Distributed Computing and Its Applications, a Special Issue of MDPI's journal Electronics. This Special Issue includes 20 papers, covering topics such as artificial intelligence model offloading in mobile networks, blockchain-based data security, throughput optimization for distributed blockchain systems, and resource scheduling in FPGA systems for edge computing. We have selected the most relevant papers and organized them into four chapters based on their themes.
Learning Mobile App and Game Development with Solar2D
Unlock the world of mobile application and game development with Learning Mobile App and Game Development with Solar2D! This comprehensive textbook is designed for beginners who want to master the fundamentals of creating mobile apps and interactive games that run seamlessly across multiple platforms, including Apple iOS, Android, Windows, and macOS. Whether you are a high school student taking your first steps in coding, a college learner pursuing computer science or digital media, or an independent developer exploring new creative outlets, this book provides a complete foundation in modern cross-platform development.At the heart of the book is a structured 18-week curriculum that aligns perfectly with academic schedules. Each week builds progressively, introducing new concepts, hands-on projects, and opportunities to apply knowledge through both individual and collaborative activities. Students will not only learn to design and program apps but also develop critical skills in research, teamwork, problem-solving, and digital citizenship. By the end of the course, learners will be prepared to publish their own apps and games, equipped with both technical expertise and professional habits that mirror real-world industry practices.Solar2D is a powerful, lightweight framework that simplifies mobile development without sacrificing performance. Using the Lua scripting language, renowned for its simplicity and versatility, Solar2D allows students to focus on creativity and logic rather than wrestling with overly complex syntax. Lua's approachable style makes it ideal for first-time programmers while remaining robust enough for advanced projects. With Solar2D, learners gain practical skills in interface design, user interaction, animation, physics simulation, and data handling-skills that can be directly applied to professional app and game development.Educators will appreciate the flexible structure, complete with clear objectives, scaffolded lessons, and opportunities for project-based assessment. Students will appreciate the engaging projects, approachable explanations, and the thrill of seeing their own ideas come to life on a phone, tablet, or computer screen.By the end of this journey, readers will have more than just knowledge of Lua or Solar2D-they will have the confidence to design, build, and share their own mobile apps and games across multiple platforms. With Learning Mobile App and Game Development with Solar2D, you are not just learning how to program-you are preparing to create the future of mobile technology.Embrace the power of Lua. Harness the flexibility of Solar2D. Step into the future of cross-platform development today!
Atlas of Macroscopes
A fascinating data adventure through the lens of macroscopes, which offer us illuminating and holistic views of our ever-changing world. In Atlas of Macroscopes, Katy B繹rner, Elizabeth Record, and Todd Theriault take you on an epic data adventure. You will explore data landscapes, designed as uniquely interactive spaces, and learn more about our world and your place in it. You will gain new perspectives on how to gather, understand, and communicate data, as well as how to best use it. You will discover what it means to "touch" data that informs and inspires. Transcending the static nature of the maps featured in the initial trilogy, this fourth Atlas showcases 40 real-life macroscopes, or interactive data visualizations, that were displayed in the first decade (2015-2024) of the traveling exhibit Places & Spaces: Mapping Science. Encompassing vast amounts of data, macroscopes give us holistic views of complex systems or networks. They provide an entry point for scientists and laypeople alike, and empower us to engage directly with large datasets and to conduct our own lines of questioning. As interactive tools, macroscopes connect data creators and users. As portals to continuously evolving data, macroscopes can serve as windows to the dynamics of any terrain--personal or professional, local or global--and offer key insights into our surroundings and even our place in the universe. While big data is creating new ways to view and understand information, macroscopes help us see the big picture as we seek to better navigate our ever-changing world.
Future AI Implications for Young Adult Communication
This study explored the potential effects of artificial intelligence (AI) on young adults between the ages of 18 and 25, examining both the positive and negative impact of their use of cutting-edge technologies. The study examined the dynamic interaction between changing technology environments and this demographic's communication patterns, focusing on the urgent need for an updated communication paradigm. The research established the foundation for comprehending and tackling the revolutionary influence of AI on conventional communication frameworks by exploring the historical origins of communication models, namely Berlo's SMCR communication model
Architecture-Based 5G Security Simulation
The fifth-generation technology standard for mobile networks (5G) introduced a massive increase in capability due to the increased use of Internet of Things devices. However, implementing additional untrusted technology, such as IoT devices, exposes the infrastructure to unsecure hardware and software. As a result, the attack surface of the 5G mobile network has increased after transitioning from LTE to the 5G standard. Three research questions and hypotheses were composed to evaluate the architectural design of the network for the healthcare use case. The Perimeter Security, Zero Trust
A Guide to Desktop Linux in 2025
Perhaps you've heard of Linux before. Maybe you know it as that operating system for computer wizards with the cute penguin mascot. While that characterisation isn't completely *wrong*, Linux is not just for the computer wizards. So many more people, of all stripes, use it on their desktops than you might imagine.If you're wondering if you'll fit in among this crowd, don't worry! Linux is for everyone. Whether you're an accountant or a visual novel fanatic, you can keep doing what you love on your computer with Linux.Whether you're worried Windows no longer has your best interests at heart, or you're just plain curious, this guide will help you get up and running while avoiding all of the usual potholes and footguns along the way.If you tried Linux a long time ago, you'll be glad to know all aspects of the desktop have only gotten better over time. You might not even recognise it!It's not 1998 anymore. It's been over 30 years since Linux was first released, and the Linux Desktop has undergone seismic shifts in usability and capability over the years. This book is designed for the modern age and helps you take advantage of all the latest technology available for desktop Linux. Even if you've used Linux before, things have changed *a lot* in just the last few years.That's not to say the Linux Desktop isn't as quirky as it has ever been, but the jankiness has been sanded off in many areas. There's plenty you can do on Linux, and yet it would be a lie to say there isn't a cost to that freedom most of your penguin friends aren't forthcoming about. This guide acknowledges the limitations of the Linux world and doesn't try to hide them from you.In this book, you'll find chapters about: getting your new Linux distribution setup on your computerproviding step-by-step guidance for installation, software compatibility, gaming, and productivityexploring the history of desktop Linuxthe bright yet uncertain future of LinuxBuy this book now and dip your toes into the weird and wonderful world of Desktop Linux. Just don't blame me when your house starts filling up with penguin plushies and red hats.
Practical Purple Teaming
Real-world threats demand real-world teamwork. If you're tired of red team reports gathering dust--or defensive teams being left in the dark--this book is for you. Practical Purple Teaming gives you a hands-on blueprint for running collaborative security exercises that improve detection, build trust, and expose real gaps before attackers do. You'll learn how to emulate adversaries using tools like Atomic Red Team, MITRE Caldera, and Mythic, and you'll guide defenders toward actionable insights using real logs, alerts, and frameworks like MITRE ATT&CK, the Cyber Kill Chain, and the Pyramid of Pain. If you're running your first purple team exercise or trying to scale a repeatable program, this book will show you how to move from ad hoc simulations to a sustainable, integrated strategy. You'll learn how to: Design purple team exercises that produce measurable improvements Emulate attacks using threat intel and adversary simulation toolsCollect telemetry and analyze coverage using open source platformsAutomate labs with Splunk's Attack Range and other free resourcesBuild a sustainable, cross-functional purple teaming function within your organizationWhether you're red, blue, or somewhere in between, this book will help you test smarter, detect faster, and collaborate better. If you've ever finished a red team engagement and wondered what actually changed, this is your playbook.
New Theory and Applications of Nonlinear Analysis, Fractional Calculus and Optimization
The ten articles published in this Special Issue, "New Theory and Applications of Nonlinear Analysis, Fractional Calculus and Optimization", demonstrate the profound impact and widespread applications of nonlinear analysis, fractional calculus, and optimization in applied mathematics and modern science.Overall, these papers provide inspiration for future research efforts in these exciting areas and offer novel research questions and avenues.
Machine Learning Advances and Applications on Natural Language Processing (NLP)
The impressive achievements of recent state-of-the-art machine learning models are revolutionizing the area of text and language applications. On the one hand, popular large language models (LLMs) have demonstrated an enormous capability in automatic and reasonable text generation. On the other hand, Transformer-based models have drastically improved the performance of other, highly important natural language tools, including traditional sentiment analyzers, machine (auto)translators, and multimedia annotators. Furthermore, such natural language processing (NLP) techniques are heavily utilized in social networks, microblogs, eCommerce systems, and numerous other disciplines.This Reprint contains 10 high-quality, peer-reviewed original research papers in the field of natural language processing. These articles have been selected with the aim of providing the research community with insights that will open up new directions in this discipline. The authors of these papers have introduced new models, methods, and techniques related to large language models, sentiment analysis applications, effective text representations, text classification and text clustering.
Advance in Control Theory and Optimization
The present reprint compiles a total of 14 articles originally published in the Special Issue "Advance in Control Theory and Optimization" of the MDPI Mathematics journal. These contributions collectively explore the latest applications of mathematical methodologies across the interconnected domains of control theory and optimization, offering both theoretical insights and practical implementations. These topics cover camera calibration; cell voltage; multiple trains systems; digital economy; reinforcement learning; multi-population model; mean-field game; distributed cooperative algorithm; library group therapy behavior; nonlinear constraints; multi-agent systems; hyperchaotic system; continuous-time linear repetitive system; iterative learning control; event-triggered control; fixed-time; constrained multiobjective optimization; high-dimensional solution space; generative adversarial network; consensus; adaptive iterative learning control; hybrid optimization; particle swarm optimization; honey badger optimization algorithm; differential evolution; robust constrained cooperative control; optimization control. The reprint is intended for a wide range of scientific subjects, including complex modeling systems, artificial intelligence, optimization and scheduling, control system analysis, and collaborative control theory.It is hoped that the reprint will be interesting and valuable for those working in the area of control and optimization, as well as for those having the proper mathematical background and willing to become familiar with recent advances of control theory and optimization.
Knowledge Information Extraction Research
This Reprint presents recent advances in the rapidly evolving field of Knowledge and Information Extraction Research, with a particular emphasis on methods that transform heterogeneous and unstructured data into structured, actionable knowledge. It brings together diverse contributions exploring methodological innovations across natural language processing, machine learning, data mining, information retrieval, and knowledge graph construction. By integrating these perspectives, the Reprint demonstrates how technical progress in algorithm design and system development is reshaping the landscape of intelligent information management.The Reprint highlights the growing importance of precision, scalability, and interpretability in modern extraction techniques. Selected articles address challenges such as extracting semantics from complex texts, modeling relationships within large-scale knowledge graphs, and applying deep learning approaches to enhance efficiency and reliability. Interdisciplinary collaboration emerges as a recurring theme, underscoring how computational methods can be successfully combined with domain-specific expertise to tackle real-world problems. Contributions illustrate how advanced knowledge extraction techniques can drive innovation in healthcare, finance, e-commerce, cybersecurity, and other data-intensive sectors. By bridging theoretical development with implementation in practice, the Reprint demonstrates its role not only as a record of scholarly progress but also as a resource for practitioners seeking solutions to pressing information challenges.
A Guide to Desktop Linux in 2025
Perhaps you've heard of Linux before. Maybe you know it as that operating system for computer wizards with the cute penguin mascot. While that characterisation isn't completely wrong, Linux is not just for the computer wizards. So many more people, of all stripes, use it on their desktops than you might imagine.If you're wondering if you'll fit in among this crowd, don't worry! Linux is for everyone. Whether you're an accountant or a visual novel fanatic, you can keep doing what you love on your computer with Linux.Whether you're worried Windows no longer has your best interests at heart, or you're just plain curious, this guide will help you get up and running while avoiding all of the usual potholes and footguns along the way.If you tried Linux a long time ago, you'll be glad to know all aspects of the desktop have only gotten better over time. You might not even recognise it!It's not 1998 anymore. It's been over 30 years since Linux was first released, and the Linux Desktop has undergone seismic shifts in usability and capability over the years. This book is designed for the modern age and helps you take advantage of all the latest technology available for desktop Linux. Even if you've used Linux before, things have changed *a lot* in just the last few years.That's not to say the Linux Desktop isn't as quirky as it has ever been, but the jankiness has been sanded off in many areas. There's plenty you can do on Linux, and yet it would be a lie to say there isn't a cost to that freedom most of your penguin friends aren't forthcoming about. This guide acknowledges the limitations of the Linux world and doesn't try to hide them from you.In this book, you'll find chapters about: getting your new Linux distribution setup on your computerproviding step-by-step guidance for installation, software compatibility, gaming, and productivityexploring the history of desktop Linuxthe bright yet uncertain future of LinuxBuy this book now and dip your toes into the weird and wonderful world of Desktop Linux. Just don't blame me when your house starts filling up with penguin plushies and red hats.
AI for Smart Students
AI for Smart Students is a practical, hands-on guide that teaches students how to use Artificial Intelligence to study smarter, build meaningful projects, and grow personally and professionally. Written in clear, simple language, the book translates complex concepts into real-world tools and step-by-step examples so beginners-and B.Tech students in particular-can start applying AI right away.Inside you'll find concise explanations of core AI ideas plus dozens of ready-to-use tutorials: study planners and productivity hacks, AI writing and coding assistants, note-taking and summarization tools, no-code app builders, IoT/robotics project recipes, API how-tos, and presentation templates. Each chapter mixes short theory with hands-on exercises, real student case studies, mini-project blueprints, and practical tips for hackathons, portfolios, and job preparation.Whether you want to save study time, win a hackathon, build a portfolio that gets noticed, or use AI to improve wellbeing and creativity, this book gives you the tools and the confidence to do it. Straightforward, action-oriented, and packed with examples, AI for Smart Students turns curious learners into creators. Start small - build something big.
Spring Boot Microservices
Spring Boot Microservices is the ultimate handbook for mastering the intricacies of microservices design, implementation, and deployment through the lens of the Spring Boot framework. This guide is tailored to equip readers with practical insights and real-world applications, ensuring they possess the skills to construct robust and scalable microservices architectures. Starting with the fundamentals of Spring Boot and exploring its main modules, readers study essential topics such as microservices architecture, configuration management, database interaction, and security measures. Through practical guidance and hands-on exercises, you will learn to document endpoints effectively, streamline development processes, and implement strategies for efficient application packaging. With its emphasis on real-world case studies and industry insights, this book is an indispensable resource for developers, architects, and IT professionals seeking to leverage microservices architecture effectively in their projects and organizations, empowering them to harness the full potential of Spring Boot for building modern, scalable applications.
Enhanced Publications
The traditional publication will be overhauled by the 'Enhanced Publication'. This is a publication that is enhanced with research data, extra materials, post publication data, and database records. It has anobject-based structure with explicit links between the objects. In this book a state-of-the-art overview is given of the structural elements of an Enhanced Publication, as well as publication models, interrelationship andrepository issues. The use of Enhanced Publications evokes questions on object models and functionalities. An in-depth study is made of these subjects. More practically, a sample is given of datasets together witha demonstrator-project. In the final section, this book deals with long-term preservation issues, linking to thedevelopments of digital repositories that are studied in other books in this series.
Emerging Standards for Enhanced Publications and Repository Technology
Emerging Standards for Enhanced Publications and Repository Technology serves as a technology watch on the rapidly evolving world of digital publication. It provides an up-to-date overview of technical issues, underlying the development of universally accessible publications, their elemental components and linked information. More specifically it deals with questions as how to bring together the communities of the Current Research Information Systems (CRIS) and the Common European Research Information Format (CERIF). Case studies like EGEE, DILIGENT and DRIVER are analyzed, as well as implementations in projects in Ireland, Denmark and The Netherlands. Interoperability is the keyword in this context and this book introduces to new standards and concepts used in the design of envelopes and packages, overlays and feeds, embedding, publishing formats and Web services and service-oriented architecture. It is a must-read for quick and comprehensive orientation.
Margin Analysis with SAP S/4hana
Margin analysis is now the standard for CO-PA in SAP S/4HANA--master it with this all-in-one resource! Get click-by-click instructions for configuring your master data, establishing operating concerns and value flows, and more to set up margin analysis in SAP S/4HANA. Walk through planning your COGS, sales, and overhead costs. See what's changed for margin analysis, including new reporting options with SAP Business Technology Platform and SAP Datasphere. This book provides all the guidance you need for each step of your costing-based profitability operations!Highlights include: 1) Basic settings2) Master data3) Organizational data4) Characteristics5) Value flows6) Operating concerns7) Cost center assessment8) Costing-based profitability analysis9) Planning10) Reporting
The Propagation of Misinformation in Social Media
There is growing awareness about how social media circulate extreme viewpoints and turn up the temperature of public debate. Posts that exhibit agitation garner disproportionate engagement. Within this clamour, fringe sources and viewpoints are mainstreaming, and mainstream media are marginalized. This book takes up the mainstreaming of the fringe and the marginalization of the mainstream. In a cross-platform analysis of Google Web Search, Facebook, YouTube, Reddit, Twitter, Instagram, 4chan and TikTok, the authors found that hyperpartisan web operators, alternative influencers and ambivalent commentators are in ascendency. The book can be read as a form of platform criticism. It puts on display the current state of information online, noting how social media platforms have taken on the mantle of accidental authorities, privileging their own on-platform performers and at the same time adjudicating between claims of what is considered acceptable discourse.
AI For Game Developers
AI for Game Developers: The 2025 Practical Guide is your step-by-step roadmap for integrating artificial intelligence into every stage of the game development pipeline-without losing your creative voice.Written for both students and professionals new to AI tools, this book follows the complete indie/small-team workflow, from the first spark of an idea to launch and post-release support. You'll discover how AI can accelerate brainstorming, streamline prototyping, generate art and 3D models, assist in coding, create lifelike characters, enhance audio, and even help test and market your game.Each chapter blends traditional methods with AI-enhanced workflows, showing exactly where and how AI fits without replacing the human touch. Mini-examples illustrate each step, and a running sample project, Lantern Paths, demonstrates how a game can evolve from concept to completion using AI as a creative partner.You'll also find clear guidance on ethical concerns-copyright, bias, originality, and transparency-so you can innovate responsibly.Whether you're a solo developer, part of a small indie team, or a student preparing for the industry, AI for Game Developers: The 2025 Practical Guide will help you work smarter, create faster, and bring your vision to life in today's rapidly evolving game development landscape.
Opbert-Segcn
This book introduces a novel approach that revolutionizes the way sentiment knowledge is integrated and transferred within ABSA models. It proposes a pioneering method that employs sentiment links within a dependency graph, acting as conduits for the efficient transfer of sentiment knowledge from sentiment and opinion nodes to aspect nodes. This innovative mechanism significantly enhances the model's ability to capture sentiment information, leading to more accurate sentiment predictions. Furthermore, ""OPBERT-SEGCN"" introduces the Opinion-Infused BERT (OPBERT) model, which generates text representations that boost the identification of opinion words. This integration of deep learning and sentiment analysis provides a powerful tool for understanding the nuances of public opinion and policy analysis, hospitality and tourism, and financial services. Rich with experimental evidence from five publicly available datasets, the book demonstrates the superior performance of the proposed mechanisms over existing models. It is an essential read for researchers, data scientists, and practitioners in the field of natural language processing and sentiment analysis, offering insights into the future of understanding and reacting to human opinions and reactions at a granular level.
AHS Internet Password Logbook
Remembering internet passwords and usernames has never been more beautiful! Easily store this precious information all in one place with this alphabetically tabbed logbook. This handy and essential record-keeping tool from the foremost authority in North American gardening, the American Horticultural Society, is accented by historical botanical illustrations and filled with hundreds of entry templates that make it easy to track important device logins, passwords, usernames, URLs, recovery keys, and wireless network details. Gone are the days of scribbling these essential details on sticky notes that get lost or thrown away! The cut-away alphabetical tabs make the recorded information easy to find, and quick tips for creating strong passwords and keeping your information safe on the internet are also found inside. Included are places to record: 400 different websites and their usernames and passwords (with room for three password changes each) Login information and recovery keys for 6 different devices, including phones, tablets, or computersFactory-default and user-defined usernames and passwords for wireless networks A blank lined page for jotting down additional notesA removable title band and the botanical-accented cover mean others won't know that important information is housed in this pretty little book, making it as discreet as it is convenient. A perfect gift for any flower lover or for yourself! **Also in this series of giftable books from the American Horticultural Society is the AHS Weekly Planner.
Smart Synergy
Cyber-Physical Systems (CPS) merge advanced computational algorithms with physical healthcare processes, creating real-time, interactive systems that revolutionize medical practices. These systems integrate sensors, data processing units, communication networks, and control systems to monitor, analyze, and respond to patient needs. Applications include remote patient monitoring, personalized medicine, telemedicine, and smart implants, which enhance accuracy, accessibility, and cost-efficiency. While challenges like data security and interoperability persist, CPS's transformative potential lies in its ability to deliver precise, patient-centric care, optimize resources, and address global healthcare challenges. With advancing technologies, CPS is poised to redefine the future of healthcare delivery.
Vibe Coding
GenAI is fundamentally changing the world of software development like nothing since the internet. Vibe Coding is a first-of-its-kind, groundbreaking book that shows developers how to embrace this new frontier. Science fiction is now reality. Programmers no longer need to toil over code and syntax. They can now describe what they want and watch it materialize instantly. Welcome to the future--Vibe Coding. In this groundbreaking book, industry veterans Steve Yegge (Google, Amazon, Sourcegraph) and WSJ bestselling author Gene Kim (The Phoenix Project and The DevOps Handbook) reveal how vibe coding is transforming software development as we know it. By leveraging the power of AI assistance--where intent and flow matter more than syntax--developers can achieve unprecedented levels of productivity, creativity, and joy. Drawing from decades of combined experience in software engineering and developer productivity, Yegge and Kim demonstrate how Vibe Coding enables developers to: Transform complex programming challenges into fluid conversations with GenAI. Build more ambitious projects faster while maintaining code quality you can be proud of. Achieve incredible things yourself that otherwise would require a team. Master the art of co-creating with your AI companion. Break free from traditional programming constraints such as syntax and setup. Build confidently in multiple programming languages and frameworks you've never used before. But this isn't just about coding faster--it's about fundamentally changing how we approach software development. The authors share practical strategies for implementing GenAI-powered development in real-world scenarios, from small projects to enterprise-scale applications, while maintaining the engineering excellence that modern systems demand. Whether you're a seasoned developer looking to stay ahead of the AI revolution, a technical leader guiding your team through this transformation, a former coder returning after a break, or someone just starting their career, this handbook provides the roadmap you need to thrive in the new era of software development. Don't get left behind in the biggest transformation our industry has seen since the internet revolution. Learn how to harness the power of vibe coding and unlock your full potential as a developer.
Practical IoT Solutions for Students Using Popular Development Platforms
Practical IoT Solutions for Students Using Popular Development Platforms: Arduino, Raspberry Pi and NodeMCU is your gateway to understanding the dynamic and rapidly evolving world of IoT. Designed for students and enthusiasts, this book provides a hands-on approach to learning, exploring practical applications of IoT using popular platforms like Arduino Uno, Raspberry Pi, and NodeMCU. This book bridges the gap between theory and practice, empowering readers to create innovative solutions for real-world problems. With step-by-step explanations, detailed projects, and simplified concepts, it introduces the fundamentals of IoT, sensor integration, cloud connectivity, and automation.
Optical Character Recognition of Sanskrit Manuscripts using Convolution Neural Networks
Optical Character Recognition of Sanskrit Manuscripts Using Convolution Neural Networks delves into the cutting-edge application of deep learning for deciphering Sanskrit manuscripts written in Devanagari script. Tackling one of the most challenging tasks in OCR-recognizing Sanskrit's intricate characters and symbols-this work presents a robust system designed to enhance recognition accuracy for scanned text images. By employing advanced architectures such as Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM), and Bidirectional LSTM, alongside traditional classifiers like k-Nearest Neighbors (KNN) and Support Vector Machines (SVM), the research achieves remarkable accuracy rates. Beyond single-touching characters, it innovatively addresses overlapping lines, connected letters, and half-characters, providing solutions to limitations in existing systems. With a peak recognition accuracy of 98.64% for mixed Sanskrit text, this study is a vital contribution to the preservation and digitization of ancient literature. It opens new doors to computational linguistics, ensuring Sanskrit's cultural heritage thrives in the digital age.
Virtual Reality and Metaverse
Virtual reality, augmented reality, and the metaverse are no longer futuristic concepts-they are reshaping how society works, learns, and interacts.This Reprint compiles peer-reviewed studies exploring how diverse sectors such as healthcare, education, industry, and tourism are adapting to these immersive technologies. It offers a concise yet comprehensive view of the opportunities, challenges, and ethical considerations surrounding the digital transformation of society.This Reprint constitutes a significant resource for researchers, professionals, and curious minds interested in the future of human-technology interaction.
Advancements in Natural Language Processing, Semantic Networks, and Sentiment Analysis
This Special Issue examines the intersection of NLP, semantic networks, and sentiment analysis, exploring how these technologies can contribute to more intelligent systems. The contributions gathered address, among other topics, the detection of irony and sarcasm, the generation of semantic explanations, the automatic construction of semantic graphs, the expansion of linguistic resources for underrepresented languages, and the use of large language models. Ultimately, this Special Issue aims not only to reflect the state of the art in the areas above but also to stimulate critical reflection on the methodological challenges, ethical implications, and interdisciplinary opportunities that arise at the intersection of computational linguistics and artificial intelligence.
Architecting Intelligent Data Systems
""Architecting Intelligent Data Systems: From Big Data Infrastructure to Advanced Analytics and AI"" by Chandrakanth Lekkala is a definitive guide to modern data system architecture. With 28 meticulously crafted chapters organized into six major parts, this groundbreaking work bridges foundational concepts and cutting-edge advancements in data technologies, from distributed infrastructures to sophisticated AI implementations. Lekkala explores the evolution of data systems, offering deep insights into scalable data pipelines, machine learning, advanced analytics, and emerging trends like quantum computing and privacy-preserving AI. Practical examples, architectural patterns, and real-world use cases span industries such as finance, healthcare, and smart cities, making this book an indispensable resource for data professionals. A hallmark of this text is its focus on ethical AI, data governance, and responsible innovation, ensuring that readers are equipped to navigate the complex challenges of modern data systems with integrity and foresight. Whether you're a data architect, engineer, or researcher, ""Architecting Intelligent Data Systems"" provides the tools and insights needed to design scalable, secure, and ethical data solutions. Chandrakanth Lekkala's expertise and vision make this a must-read for anyone shaping the future of data-driven technology.
Notes on Agent-based Applications
This book is a comprehensive guide designed to lead readers through the fascinating world of programming, machine learning, and artificial intelligence, from the very basics to cutting-edge applications. Beginning with foundational Python concepts, it gradually introduces readers to the intricacies of machine learning, neural networks, and deep learning architectures like convolutional neural networks. As the journey unfolds, the book delves into more advanced topics such as natural language understanding and the transformative power of large language models (LLMs), including modern developments like transformers and GPT models towards Agentic AI framework. Readers will not only learn how to implement these models but will also explore practical, agent-based applications, enabling machines to act intelligently and autonomously-writing and executing code, solving complex tasks, and interacting with APIs in dynamic environments. With a clear, structured approach and step-by-step tutorials, this book offers both beginners and experienced AI enthusiasts an accessible yet deeply insightful dive into one of the most exciting fields of technology today. Whether you're aiming to understand the basics or build real-world applications, this book provides a roadmap to mastering AI. It is always amazing to connect with my audience. Please feel free to connect with me from my personal site: https: //www.y-yin.io/. Both LinkedIn and YouTube can be accessed from the personal site.
Mastering Machine Learning
Mastering Machine Learning: How to Build Smarter AI Systems with Real-World Applications is your essential guide to understanding and applying machine learning in real-world scenarios. From self-driving cars and personalized recommendations to fraud detection and medical diagnoses, machine learning is revolutionizing industries. Yet, for many, it remains an enigma. This book breaks down complex ML concepts into an accessible, structured, and hands-on learning experience. Whether you're a beginner, an aspiring data scientist, or an industry professional, you'll gain the knowledge and skills needed to master ML-from foundational principles to cutting-edge techniques like deep learning and reinforcement learning. With practical case studies, Python coding exercises, and expert insights, this book empowers you to build, train, and deploy ML models with confidence. Get ready to unlock the secrets of intelligent systems and shape the future with machine learning!
Beyond Single Modalities
In an era where secure authentication is paramount, multimodal biometrics stands at the forefront of innovation, combining multiple physiological and behavioral traits to create robust and reliable systems. This comprehensive guide, ""Beyond Single Modalities: A Guide to Multimodal Biometrics,"" delves into the science and technology behind integrating diverse modalities, such as fingerprint, face, iris, voice, and gait, to overcome the limitations of single-modal systems. From foundational concepts to cutting-edge advancements, this book explores the design, implementation, and real-world applications of multimodal biometric systems, offering insights into their role in enhancing security, reducing vulnerabilities, and shaping the future of authentication. Ideal for researchers, students, and professionals, this guide paves the way for understanding the potential and challenges of this transformative technology.
The AI Revolution
Artificial Intelligence is reshaping our world. However, for many individuals, it appears to be complicated and out of reach-an overwhelming world of algorithms and data. Sunny Okonkwo, a renowned data scientist, AI consultant, Energy expert and storyteller, is here to change that. In The AI Alchemist, Sunny guides readers on a life-changing exploration to illuminate AI and demonstrate its capacity to produce tangible solutions. Through real-world case studies and engaging examples, this book covers: How AI is revolutionizing industries like finance, healthcare, energy, and business The process of transforming complex data into actionable insights The ethical challenges of AI and the responsibility of innovators The future of AI innovations and how they can shape tomorrow's world. Whether you are a technology enthusiast, a business executive, or someone inquisitive about AI's possibilities, this book will inspire you to view AI as a means for clarity, simplicity, and progress.
Overcoming Barriers to Digital Transformation
In the definition of the term IT infrastructure, one of the important characteristics is that it focuses on people, in particular on the fact that they are key part of the information system. Most of the existing technology management literature is limited to the manufacturing sector. The books on technology management are generally very applied and narrow in focus, emphasizing the research and development process, and the engineering process. This work is to fill the void by presenting an integrative, strategic, and innovative approach to digitalizing a production system for today and for the next twenty years.
Intelligent Inclusion
Intelligent Inclusion: Designing Accessible Futures with AI explores how artificial intelligence can revolutionize accessibility and create more inclusive environments for people with disabilities. This book delves into the intersection of cutting-edge AI technologies and human-centered design principles to develop solutions that break down barriers in education, communication, and daily living.Focusing on practical applications like Indian Sign Language recognition and assistive tools, the book offers a deep dive into the challenges and opportunities of designing AI systems that truly serve diverse user needs. It also highlights ethical considerations and the importance of responsible AI development.Ideal for technologists, educators, policymakers, and advocates, this book is a call to action to harness AI's potential to build a future where technology empowers everyone, leaving no one behind.
The Behavioural Study of Stocks and LSTM Algorithm
"Unlock the secrets of the stock market with the power of machine learning. This comprehensive guide explores cutting-edge techniques for predicting stock prices using advanced algorithms and data analysis. From feature engineering to model optimization, you'll discover practical strategies to gain an edge in trading and investing. Whether you're a finance enthusiast, data scientist, or aspiring trader, this book equips you with the tools to make data-driven decisions in the fast-paced world of the stock market. Take the first step toward mastering predictive analytics and achieving financial success!"
IoT Implemented Indoor Air Quality and Health Monitoring System Using IoT
Environmental and air pollution present significant health risks to humans, often leading to previously unrecognized health complications. One critical factor is that the impact of indoor air quality on respiratory and overall physical health can be more pronounced than outdoor air quality. While research has explored the connection between health and the environment, there is an increasing focus on analyzing public and large-scale synergistic data. However, many of these studies lack real-time data analysis. This book focuses on developing an environmental detection sensor system that utilizes devices to monitor air quality for indoor and outdoor applications. In addition, this book focuses on developing an environmental detection sensor system that utilizes devices to monitor air quality for indoor and outdoor applications. Furthermore, this investigation highlights the importance of real-time verification, collection, and analysis of health and environmental data from various sources to implement effective health monitoring systems. Techniques such as fuzzy logic, artificial intelligence, machine learning, and deep learning have proven valuable in accurately predicting health outcomes and identifying hazardous situations. Additionally, this work explores strategies for preventing respiratory and related diseases, emphasizing minimizing health risks.
Recognizing Arabic Digits Techniques and Applications
In an increasingly digitized world, the ability to accurately recognize Arabic digits is essential across various applications, from banking to education. This book provides a thorough exploration of the methodologies and technologies behind Arabic digit recognition. It covers the fundamental concepts, advanced techniques, and practical implementations, making it an invaluable resource for researchers, developers, and students alike. Inside, you will discover: A detailed overview of digit recognition systems Insights into machine learning and deep learning approaches Case studies showcasing real-world applications Best practices for developing robust recognition algorithms Challenges and future directions in the field Whether you are an experienced engineer or a novice eager to learn, this book will equip you with the knowledge and tools to excel in Arabic digit recognition.
Configuring SAP Business Technology Platform
Get everything you need to know to set up SAP BTP! Learn how to structure accounts and authenticate users, and then dive into SAP BTP license models and cloud connector installation and configuration. You will learn how to set up SAP Build, SAP Integration Suite, SAP Business Application Studio, and SAP Cloud Transport Management using step-by-step instructions. Your practical SAP BTP admin guide is here!Highlights include: 1) Global accounts and subaccounts2) Security and authorizations3) User administration4) Identity Authentication service5) Identity Provisioning service6) Cloud connector7) SAP Business Application Studio8) SAP Integration Suite9) SAP Cloud Transport Management10) SAP Build
Security for Everyone
Securing your business can be daunting, especially when you're small. That's why Security for Everyone offers low-cost, scalable solutions to securing your startup or growing business. It will test your personal security assumptions and practices, which will set you up to lead security for an ever-growing team. You'll learn frameworks for understanding security at different stages of your business, and be guided on a practical journey from secure individual to security leader.Security for Everyone focuses on practical, flexible, step-by-step, affordable approaches that can scale to suit your situation and needs, in language non-technical folks can understand.You'll learn: Why security matters and how it applies to our business, systems, data, and people.How to protect your own data and key accounts online (such as email and social media)-not just for your own benefit but for the safety of those you care about.How to protect your small business and the key data and tools you rely on to operate-from your website to your email-whether you are protecting yourself or working with a service provider.How to protect your startup and maximize your chance of survival as you take big risks and innovate-from vulnerability management as the technical environment team grows, to communicating security with your customers.How to scale your security for your growing organization-moving your security approach from foundations, to weaving security through your day to day operations and assessing the threats you face as your strategy changes.
Security for Everyone
Securing your business can be daunting, especially when you're small. That's why Security for Everyone offers low-cost, scalable solutions to securing your startup or growing business. It will test your personal security assumptions and practices, which will set you up to lead security for an ever-growing team. You'll learn frameworks for understanding security at different stages of your business, and be guided on a practical journey from secure individual to security leader.Security for Everyone focuses on practical, flexible, step-by-step, affordable approaches that can scale to suit your situation and needs, in language non-technical folks can understand.You'll learn: Why security matters and how it applies to our business, systems, data, and people.How to protect your own data and key accounts online (such as email and social media)-not just for your own benefit but for the safety of those you care about.How to protect your small business and the key data and tools you rely on to operate-from your website to your email-whether you are protecting yourself or working with a service provider.How to protect your startup and maximize your chance of survival as you take big risks and innovate-from vulnerability management as the technical environment team grows, to communicating security with your customers.How to scale your security for your growing organization-moving your security approach from foundations, to weaving security through your day to day operations and assessing the threats you face as your strategy changes.
They Lied About SEO
They Lied About SEO is the no-fluff, real-world guide for small business owners, content creators, and entrepreneurs who are sick of being invisible online.You've probably been told that SEO is all about keywords, backlinks, and technical tricks. You've probably also been told that to get seen, you'll need to run ads, hire an agency, or learn how to "play the algorithm." But after spending time, money, and energy on things that don't work, you're still not showing up where it matters. That's not your fault.They lied to you.In this raw and revealing book, serial entrepreneur and marketing expert Eric F Gilbert exposes the truth behind the SEO industry-and why it's rigged to keep you confused and paying. He's helped hundreds of real people build real visibility without spending a fortune, writing code, or waiting months for results.This book breaks down how online visibility really works in today's AI-driven internet, and shows you how to become the authority people trust and the name they see everywhere-without needing to master tech or chase ever-changing search engine updates.You'll discover: Why traditional SEO advice fails most small business ownersHow to build digital visibility without ads, hacks, or complexityA proven strategy that leverages real conversations, expert positioning, and omnipresenceHow to dominate your niche by becoming the one people see, trust, and buy fromWhether you're just starting out or you've been spinning your wheels for years, They Lied About SEO will finally give you the clarity and strategy you need to get found-and get paid.Stop wasting time. Stop guessing. Stop feeding the machine. It's time to own your visibility.
Mаcbook for Seniors
Are you a senior looking for a straightforward manual to teach you how to use your new MacBook?Have you bought the new MacBook Air or Pro and would like to make the best use of apps, programs, and all the other features but don't know where to start and your loved ones don't have time to teach you?Now you can learn it yourself!Modern computers are getting harder to operate, especially for people who are just getting into technology and don't know where to start to learn the fundamentals.So, If you are new to Macbook Air or Macbook Pro and you just want to use it better, then this straightforward guide it's what you are looking for!You will learn to use your MacBook correctly, in no time, without asking for any help!To get started, you won't need to go through tens of thousands of pages of technical jargon.So, here's what you'll find in this guide: Everything You Need To KnowAbout Macbook Air or Macbook ProHow to do the first SetupHow to simply save all the documents and keep all your folders organized.How to use Safari to connect you to the whole worldHow toconnect your MacBook with other devicesTips and tricksthat will help you every dayHow to solve commons problemsHow to write and send textsHow To Use All of the Essential Tools and FeaturesHow to use the Camera like a professionalHow tolisten to music and how to watch videoWeb and CommunicationsUsing the bestshortcuts And much more... Age shouldn't be a barrier to learning, which is why Gary Watts wants to assist you in using your Macbook to its full potential in a simple and guided manner.Discover the delight of learning new things that will enhance and simplify your life by clicking "Buy now"!
Computer Science from Scratch
You know how to write Python. Now master the computer science that makes it work. If you've been programming for a while, you may have found yourself wondering about the deeper principles behind the code. How are programming languages implemented? What does an interpreter really do? How does the microprocessor execute instructions at a fundamental level? How does a machine learning algorithm make decisions? Computer Science from Scratch is for experienced Python programmers who want to fill in those gaps--not through abstract lectures, but through carefully designed projects that bring core CS concepts to life. Understanding these fundamental building blocks will make you a more versatile and effective programmer. Each chapter presents a focused, hands-on project that teaches a fundamental idea in computer science: INTERPRETERS: Understand syntax, parsing, and evaluation by writing a BASIC interpreterEMULATORS: Learn computer architecture by building an NES emulator from the ground upGRAPHICS: Explore image manipulation and algorithmic art through computer graphics projectsMACHINE LEARNING: Demystify classification by implementing a simple, readable KNN modelThese projects aren't about building tools--they're structured lessons that use code to reveal how computing works. Each chapter concludes with real-world context, thoughtful extensions, and exercises to deepen your understanding. Authored by David Kopec, a computer science professor and author of the popular Classic Computer Science Problems series, this is not a beginner's book, and it's not a theory-heavy academic text. It's a practical, code-driven introduction to the essential ideas and mechanisms of computer science--written for programmers who want more than syntax. If you've been writing Python and are ready to explore the foundations behind computing, this book will guide you there--with clarity, depth, and purpose.
CompTIA Tech+(TM) Certification All-in-One Exam Guide, Third Edition (Exam FC0-U71)
This up-to-date exam guide delivers complete coverage of every topic on the FC0-U71 version of the CompTIA Tech+ Certification examTake the CompTIA Tech+ exam with complete confidence using this effective self-study system. Part of the bestselling series created and edited by Mike Meyers, the leading expert on CompTIA certification and training, and written by a CompTIA certification and training expert, this authoritative guide explains foundational computer technologies in full detail. You'll find learning objectives at the beginning of each chapter, exam tips, exam objective review sections, practice exam questions, and in-depth explanations throughout. Designed to help you pass the CompTIA Tech+ exam with ease, this definitive guide also serves as an essential on-the-job reference. Covers all exam topics, including: IT concepts and terminologySystem hardware and peripheralsData storage and sharingOperating system types and purposesSelecting, installing, and using applicationsMobile device connectivity, security, and configurationNetwork concepts and internet connectivitySecuring hardware, software, data, and networksBest practices for preventing security breachesCustomizing and configuring web browsersTroubleshooting common computer problemsRelational and non-relational databasesSoftware development concepts and structuresOnline content includes: 180+ practice exam questions in a customizable test engineOne hour of video training from Mike MeyersMike Meyers' favorite shareware and freeware networking tools and utilities
AI in Healthcare
Artificial Intelligence is transforming healthcare at a speed few could have imagined. From improving diagnostic accuracy to accelerating drug discovery, AI is no longer a futuristic idea-it is a reality shaping patient care, medical research, and the entire healthcare ecosystem. AI in Healthcare Essentials provides a clear, practical, and engaging guide to understanding this revolution, written for professionals, students, and anyone curious about the future of medicine.This book is part of the AI Essentials Series, a collection dedicated to making complex AI concepts accessible, actionable, and relevant. With healthcare facing increasing demand, rising costs, and the need for more personalized care, AI is becoming a critical tool to bridge gaps, enhance decision-making, and deliver better outcomes.Inside, readers will discover how AI is being applied across every corner of healthcare: Smarter Diagnostics and Imaging: Learn how AI-powered computer vision is revolutionizing radiology, pathology, and laboratory testing by detecting diseases earlier and more accurately than ever before.Personalized Medicine and Patient Care: See how AI is unlocking the potential of genomics, wearables, and continuous monitoring to deliver precision treatment plans tailored to each individual.Clinical Operations and Efficiency: Explore how AI tools are reducing administrative burdens, optimizing workflows, and supporting clinicians with decision-making systems that save both time and resources.Drug Discovery and Research: Understand how AI is helping pharmaceutical companies repurpose drugs, simulate molecules, and streamline clinical trials to bring life-saving treatments to patients faster.Robotics and Smart Devices: Dive into the world of surgical robotics, AI-powered prosthetics, rehabilitation tools, and hospital automation that are redefining what's possible in patient care.Ethical and Legal Challenges: Confront the pressing issues of patient privacy, algorithmic bias, accountability, and cybersecurity risks that come with AI adoption in medicine.The Future of Medicine: Gain insights into emerging trends like digital twins, telemedicine, global health AI, and the skills professionals will need in the AI-powered era of healthcare.What sets AI in Healthcare Essentials apart is its focus on clarity, practicality, and real-world impact. Instead of overwhelming readers with jargon or overly technical content, it delivers structured insights that balance foundational knowledge, current applications, case studies, and ethical considerations. Whether you are a clinician exploring AI tools, a student preparing for a career in medicine, a policymaker shaping digital transformation, or a tech enthusiast eager to understand the future of healthcare, this book will give you the essential understanding you need.
Future-Ready with Generative AI
For the first time in history, the most powerful artificial intelligence (AI) works through language itself: The same medium humans use to think and communicate. Dr Michael Kollo reveals why this makes AI uniquely accessible to everyone, and how to harness this linguistic revolution for work and life.This book thoughtfully explores why language-based AI represents something fundamentally different from previous automation, examining both imagined fears and genuine possibilities for workforce transformation. It explains why institutional change takes time despite impressive capabilities, how AI systems are quietly becoming our digital confidants, and why we may eventually come to resent the very technologies we initially embrace. These concepts are explained with care through real-world examples and practical frameworks, whilst companion fictional stories help different audiences understand the emotional reality of technological change. From a software developer orchestrating AI agents to a postal worker finding unexpected digital companionship, these narratives illuminate what it actually feels like to live through this transformation. The book addresses both the remarkable potential of conversational AI and its capacity for subtle manipulation, providing readers with the understanding needed to engage thoughtfully with systems that speak our language.Future-Ready with Generative AI: Skills, Mindsets and Stories in the Age of AI transforms AI from intimidating complexity into intuitive collaboration. Because these systems work through language, everyone can learn to use them effectively. Readers wil gain practical wisdom for leveraging conversational AI while preserving human creativity, relationships, and independent thinking.
Modern Tkinter for Busy Python Developers
Fourth Edition: thoroughly revised and expanded! Updated for Python 3.14. Now includes Tkinter API reference, and bonus material on structuring and refining Tkinter code and third-party themes and widgets.Quickly learn the right way to build attractive and modern graphical user interfaces with Python and Tkinter, its standard GUI toolkit.Tkinter has been around forever. There's a lot of documentation, much of it created years ago. But it's all wrong. Tkinter took a quantum leap forward since that documentation was written. Your program needs to be written differently to take advantage of that. Modern Tkinter shows you the right way to do it.Whether you're entirely new to Tkinter, or just need to bring your Tkinter knowledge up to date, this book gives you all you need to build modern, attractive Tkinter user interfaces that run on Windows, macOS, and Linux.You'll learn all the modern best practices. You'll build your user interface the right way the first time, without having to learn anything extra or irrelevant. It starts at the beginning, shows you what you need to know, and covers all the essential elements of building your modern user interface. This includes: You may have been using older documentation or are updating a Tkinter program written years ago. If so, you'll find warnings of what to avoid using, and how to replace it with a modern solution. There's even a full case study of modernizing the user interface of a seriously out-of-date Tkinter application you may be familiar with.Let veteran software developer Mark Roseman show you the right way to build user interfaces with Python and Tkinter. He's been using Tk (the technology behind Tkinter) since its early days. He's shipped dozens of open source tools and commercial applications based on it.He's also the author of the multi-lingual TkDocs.com website, the de facto online guide for building modern Tk user interfaces. This book brings together all new material and Python-specific information from that site and supports its further evolution.
