Название: Stochastic Methods in Scientific Computing: From Foundations to Advanced Techniques
Автор: Маssimо D’Еliа, Кurt Lаngfеld, Вiаgiо Luсini
Издательство: CRC Press
Год: 2024
Страниц: 401
Язык: английский
Формат: pdf (true)
Размер: 10.3 MB

Stochastic Methods in Scientific Computing: From Foundations to Advanced Techniques introduces the reader to advanced concepts in stochastic modelling, rooted in an intuitive yet rigorous presentation of the underlying mathematical concepts. A particular emphasis is placed on illuminating the underpinning Mathematics, and yet have the practical applications in mind. The reader will find valuable insights into topics ranging from Social Sciences and Particle Physics to modern-day Computer Science with Machine Learning and AI in focus. The book also covers recent specialised techniques for notorious issues in the field of stochastic simulations, providing a valuable reference for advanced readers with an active interest in the field. Alongside the advances in computer hardware and the steady increase of available computer resources, computer simulations for advanced scientific computing have enjoyed an upsurge in interest. Practitioners and scientists realised that many applications have stochastic elements for a number of reasons: the lack of data is compensated by a stochastic model replacing those data; a deterministic description of a system is neither possible nor desirable. The Data Science revolution over the last decade has delivered many practical solutions using algoritms called Machine Learning (ML) or Artificial Intelligence (AI). It has triggered a proliferation of tools for everyday life with tremendous impacts, such as speech recognition, voice, image and video generation and medical and other expert systems to name just a few.

Название: Frame Theory in Data Science
Автор: Zhihuа Zhаng, Раllе Е.Т. Jоrgеnsеn
Издательство: Springer
Год: 2024
Страниц: 262
Язык: английский
Формат: pdf (true), epub
Размер: 39.3 MB

This book establishes brand-new frame theory and technical implementation in Data Science, with a special focus on spatial-scale feature extraction, network dynamics, object-oriented analysis, data-driven environmental prediction, and climate diagnosis. Given that Data Science is unanimously recognized as a core driver for achieving Sustainable Development Goals of the United Nations, these frame techniques bring fundamental changes to multi-channel data mining systems and support the development of digital Earth platforms. This book integrates the authors' frame research in the past twenty years and provides cutting-edge techniques and depth for scientists, professionals, and graduate students in Data Science, applied mathematics, environmental science, and geoscience. In this book, we have established the theory of Dirac frames, polynomial frames, quasiorthogonal frames, periodic frames, and frame trees, and characterized adaptive segmentation of data spectral domain by quasi-orthogonal and pseudo-project frame operators. As an emerging branch of statistical and Deep Learning, frame networks can automatically acquire novel knowledge from observation data through a statistical learning process and then makes reliable predictions and downscaling. A frame network consists of three layers: the input layer, the hidden layer, and the output layer, where various frames are embedded into each node of the hidden layer and frame coefficients are used as the weight of the directed edges from one node to another node.

Название: Innovation in the University 4.0 System based on Smart Technologies
Автор: Shаshi Каnt Guрtа, Jоаnnа Rоsаk-Szуrосkа
Издательство: CRC Press
Год: 2024
Страниц: 241
Язык: английский
Формат: pdf (true)
Размер: 36.2 MB

This text presents a comprehensive analysis of mathematical formulations for proving the effectiveness of Artificial Intelligence in education and investigates the possibilities for integrating advanced Artificial Intelligence algorithms. Artificial Intelligence (AI) in education signifies a paradigm shift in teaching and learning. A major driving force behind AI is the concept of neural networks and Deep Learning. These powerful tools enable AI applications to deliver personalized, dynamic, and engaging learning experiences. To understand the role of these technologies in education, we must first comprehend the basics. Neural networks are AI systems modeled after the human brain, consisting of interconnected layers of nodes, or “neurons,” that process information. These layers constitute an input layer, one or more hidden layers, and an output layer. Each node processes the input it receives and passes on the result, simulating the process of human brain cells transmitting signals. Deep Learning, a subset of Machine Learning, involves using neural networks with multiple hidden layers. The text is primarily written for graduate students, postgraduate students, and academic researchers working in the fields of Computer Science and engineering, information technology and Machine Learning.

Название: Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science
Автор: Inаm Ullаh, Inаm Ullаh Кhаn, Маriуа Оuаissа
Издательство: CRC Press
Год: 2024
Страниц: 253
Язык: английский
Формат: pdf (true)
Размер: 16.0 MB

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science mainly focuses on the techniques of Artificial Intelligence (AI), Internet of Things (IoT) and Data Science for future communications systems. The goal of AI, IoT and data science for future communications systems is to create a venue for industry and academics to collaborate on the development of network and system solutions based on Data Science, AI and IoT. Recent breakthroughs in IoT, mobile and fixed communications and computation have paved the way for a data‑centric society of the future. New applications are increasingly reliant on machine‑to‑machine connections, resulting in unusual workloads and the need for more efficient and dependable infrastructures. Such a wide range of traffic workloads and applications will necessitate dynamic and highly adaptive network environments capable of self‑optimization for the task at hand while ensuring high dependability and ultra‑low latency. Networking devices, sensors, agents, meters and smart vehicles/systems generate massive amounts of data, necessitating new levels of security, performance and dependability. Such complications necessitate the development of new tools and approaches for providing successful services, management and operation. Data Science is basically utilized to extract meaningful information generated by Artificial Intelligence of Things (AIoT) devices. This will open new opportunities for researchers, engineers and scientists. The merger of AI, IoT and Data Science will enhance communication systems. This book provides detailed information about future communication systems. Also, it explains the relationship between AI, IoT and Data Science.

Название: Build a Website with ChatGPT (MEAP v3)
Автор: Раul МсFеdriеs
Издательство: Manning Publications
Год: 2024
Страниц: 406
Язык: английский
Формат: epub
Размер: 69.4 MB

Create a portfolio of cool and creative websites without having to write your own code. You don’t need to be a master of HTML, CSS, or javascript to create a website. You just need ChatGPT! With proper prompts, anyone can create stunning sites by simply describing what they want in plain English and letting ChatGPT’s powerful AI take care of the code. If you have an idea, then ChatGPT—and this essential guide—can help you do the rest. Build a Website with ChatGPT is a web development beginner's guide with a difference. It teaches you exactly what you need to know to start building websites in an AI-first world. That means no time wasted memorizing tricky HTML, CSS, or javascript! You’ll design and develop a portfolio of projects including a personal homepage, photo gallery, and online journal—all with your new AI assistant writing your code. Build a Website with ChatGPT teaches you zero-coding web development utilizing powerful generative AI tools like ChatGPT. If you can open a web browser, you’re ready to start building—absolutely no coding experience required. Inside, you’ll learn the high-level coding concepts that let you check and perfect AI output, prompting skills that deliver the exact code you need, and how to properly deploy your site to the web—for free! Annotated code samples and advice on code customization give you the perfect balance of understanding and convenience. Plus, you’ll get access to a tried-and-tested repository of prompts and working code.

Название: CSS in Depth, Second Edition (MEAP v8)
Автор: Кеith J. Grаnt
Издательство: Manning Publications
Год: 2024
Страниц: 624
Язык: английский
Формат: epub
Размер: 67.9 MB

To create web designs that delight, entertain, and impress your users, you need to know CSS in depth! Go beyond the basics of CSS and discover web design techniques that range from clever to mind-blowing! This totally revised new edition of CSS in Depth expands your CSS skills with the patterns, layouts, and methods you need to deliver truly beautiful front ends. CSS in Depth, Second Edition deep dives into the CSS techniques used by the world’s most skilled web developers. It builds an in-depth understanding of how CSS works the way it does, with a laser focus on essential topics like vertical centering, margin collapsing, and positioning. Inside, you’ll learn how to build and organize a modular CSS codebase so that it’s easy to understand, maintain, and reuse. This new edition is fully revised to cover the latest additions to the CSS standard, such as cascade layers, logical properties, new color functions, subgrid, and container queries. Bottom line: this book will make you a better web designer and your apps will look fantastic! Written for web developers who know the basics of CSS and HTML.

Название: Intelligent Decision Support System for IoT-Enabling Technologies: Opportunities, Challenges and Applications
Автор: Subrаtа Sаhаnа, Аnil Кumаr Sаgаr, Sаnjоy Dаs
Издательство: Nova Science Publishers
Серия: Internet of Things and Machine Learning
Год: 2024
Страниц: 346
Язык: английский
Формат: pdf (true)
Размер: 28.8 MB

This book focuses on the Internet of Things (IoT) and Decision Support Systems to proffer preventive and intelligent systems. The major areas covered in this book are IoT challenges and opportunities, IoT-enabling technologies, decision support systems, smart applications, and intelligent systems to satisfy the goals of societal and economic issues. This book includes various problems in healthcare, insurance, and agricultural sectors. Intelligent and IoT-based applications like healthcare systems, intelligent transportation systems, business intelligence, and Artificial Intelligence (AI) in sustainable agriculture are extensively discussed in various chapters. IoT and Machine Learning Applications for the industrial sector are also highlighted. This book is most suitable for data scientists, doctors, engineers, economists, and specialists in the agricultural sector. This book will benefit the UG/PG and research scholars to understand various domains like agriculture, insurance, enviroment and healthcare sectors with applications of IoT, Machine Learning, Artificial Intelligence etc. Algorithms that can learn on their own from data are the subject of Artificial Intelligence (AI) and Machine Learning (ML) research. Deep Learning (DL) principles utilized in video games and self-driving cars are evidence that machine learning techniques have evolved greatly over the past ten years. As a result, researchers have started to look at machine learning’s potential for use in the industry. According to various studies, Machine Learning is one of the key enabling technologies that will enable the transition from an old-school production system to Industry 4.0.

Название: Ultimate Penetration Testing with Nmap: Master Cybersecurity Assessments for Network Security, Monitoring, and Scanning Using Nmap
Автор: Тrаvis DеFоrgе
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 195
Язык: английский
Формат: pdf, epub (true)
Размер: 11.6 MB

Master one of the most essential tools a professional pen tester needs to know. This essential handbook offers a systematic journey through the intricacies of Nmap, providing both novice and seasoned professionals with the tools and techniques needed to conduct thorough security assessments with confidence. The purpose of this book is to educate and empower cyber security professionals to increase their skill set, and by extension, contribute positively to the cyber security posture of organizations through the use of Nmap. This book starts at the ground floor by establishing a baseline understanding of what Penetration Testing is, how it is similar but distinct from other types of security engagements, and just how powerful of a tool Nmap can be to include in a pen tester’s arsenal. By systematically building the reader's proficiency through thought-provoking case studies, guided hands-on challenges, and robust discussions about how and why to employ different techniques, the reader will finish each chapter with new tangible skills. With practical best practices and considerations, you'll learn how to optimize your Nmap scans while minimizing risks and false positives.

Название: Balancing Automation and Human Interaction in Modern Marketing
Автор: Аrjun J. Nаir, Sridhаr Маnоhаr, Аmit Мittаl
Издательство: IGI Global
Год: 2024
Страниц: 348
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

In modern marketing, a pivotal challenge has surfaced - finding the delicate balance between automation and human interaction. This challenge stems from the rapid advancement of Artificial Intelligence (AI) technologies, which, while promising unparalleled efficiency and innovation, also lack the personal touch inherent in traditional marketing. As AI gains prominence, marketers grapple with integrating automated processes while preserving the authenticity and emotional resonance that human engagement brings. Balancing Automation and Human Interaction in Modern Marketing positions itself as a guiding force in achieving balance amid the changing marketing landscape. Within the pages of this book lies a comprehensive exploration of contemporary marketing challenges centered on striking the right balance between automation and human interaction. The quest for optimal equilibrium threads through topics such as elevating customer experiences, scalable personalization through AI, emotional intelligence in marketing, and the critical role of human-centered design. By addressing these challenges head-on, the book provides practical advice for implementing AI in marketing but positions ethics at the forefront. It advocates for responsible AI-driven marketing, fostering trust, and ensuring that the human touch remains a cornerstone of brand-consumer relationships. Designed for a diverse audience, encompassing marketers, business leaders, AI developers, educators, and consumers, the book serves as a resource for dealing with the complexities of AI-driven marketing. With recommended topics spanning from the impact of AI on customer experience to the importance of diverse perspectives in AI development, the book caters to the various interests of its readers.

Название: Writing AI Prompts For Dummies
Автор: Stерhаniе Diаmоnd
Издательство: For Dummies
Год: 2024
Страниц: 288
Язык: английский
Формат: pdf, epub (true)
Размер: 10.3 MB

Learn the art of writing effective AI prompts and break into an exciting new career field. Unlock the full power of generative AI with Writing AI Prompts For Dummies, a comprehensive guide that will teach you how to confidentially write effective AI prompts. Whether it's text, images, or even videos and music you're aiming to create, this book provides the foundational knowledge and practical strategies needed to produce impressive results. Artificial Intelligence (AI) is revolutionizing the way we live and work at an astonishing rate. Whether you’re a marketer who wants to use AI to enhance brand awareness, a content creator who wants to improve your portfolio, or just someone curious about AI, you need to start by learning how to develop effective AI prompts. Prompts are specific instructions given to an AI tool by a user to get a particular response. This resource is brimming with expert guidance and will help you write AI prompts that achieve your objectives. Whether you're a marketer, educator, artist, or entrepreneur, Writing AI Prompts For Dummies is your indispensable guide for leveraging AI to its fullest potential. Get ready to harness the power of Artificial Intelligence and spark a revolution in your creative and professional efforts.