Название: Базовая математика для искусственного интеллекта
Автор: Нельсон Хала
Издательство: bhv
Год: 2024
Формат: PDF
Страниц: 594
Размер: 39 Mb
Язык: Русский

Книга дает прочные знания математики, лежащей в основе работы современных систем ИИ. Приведены необходимые и достаточные сведения для успешной работы в области ИИ, без углубления в сложные академические теории, с акцентом на практическом применении и современных моделях. Даны основы машинного обучения и науки о данных. Рассмотрены регрессия, нейронные сети, свертка, оптимизация, вероятность, марковские процессы, дифференциальные уравнения и многое другое исключительно в контексте искусственного интеллекта. Показано, как объединять модели машинного обучения и естественного языка, работать с графовыми и сетевыми данными, визуализировать преобразования пространства, уменьшать размерность, обрабатывать изображения, выбирать модели и для проектов, основанных на данных.

Название: Generative AI and Cyberbullying
Автор: Ravindra Das
Издательство: CRC Press
Год: 2025
Страниц: 124
Язык: английский
Формат: pdf (true), epub
Размер: 13.6 MB

Ever since the COVID-19 pandemic occurred in 2020, the world has transformed itself greatly. For example, not only is the near-99% remote workforce now a reality, but businesses today are taking incident response and disaster recovery much more seriously these days as well. But another area that has blossomed in the last couple of years has been that of Generative AI. It is actually a subfield of Artificial Intelligence (AI), which has been around since the 1950s. But Gen AI (as it is also called) has been fueled by the technology of ChatGPT, which has been developed and created by OpenAI. Given the GPT4 algorithms Gen AI is powered by, an end user can merely type in, or even speak into the platform a query, and an output that is specific to that query will be automatically generated. The answer (or "output") can be given as a text, video, image, or even an audio file. The scalability and diversity of Gen AI has allowed it to be used in a myriad of industries and applications. But although it has been primarily designed to serve the greater good, it can also be used for very nefarious purposes, such as online harassment and Cyberbullying. In this particular book, we actually take the good side of Gen AI and provide an overview as to how it can be used to help combat Cyberbullying.

Название: Biotech and IoT: An Introduction Using Cloud-Driven Labs
Автор: Alok Kumar Srivastav, Priyanka Das, Ashish Kumar Srivastava
Издательство: Apress
Год: 2024
Страниц: 462
Язык: английский
Формат: pdf (true), epub
Размер: 15.6 MB

Dive into the intricacies of biotech and IoT integration with a meticulously crafted journey through the chapters. This book unveils the synergies between lab-based biotech processes and cloud-connected technologies, promising a paradigm shift in healthcare, agriculture, and beyond. Beginning with an introduction to IoT applications and biotechnological principles, the book navigates historical developments and convergence. Chapters unfold transformation of laboratories into smart spaces, revolutionizing healthcare through remote patient monitoring and personalized medicine. Explore the world of IoT-enabled biomedical devices and their impact, while delving into data management, security challenges, and ethical considerations. The narrative extends to precision agriculture, environmental monitoring, and synergy of biometric security systems with wearable devices. Bioinformatics and cloud analytics take center stage, unraveling their role in the biotech IoT landscape. Finally, gaze into the future, anticipating trends, innovations, and global collaborations, concluding with practical insights for professionals and enthusiasts alike. On completion, you will emerge from this enlightening journey equipped with a deep understanding of the transformative power at the intersection of biotechnology and IoT. Gain insights into the historical context, current applications, and future trends shaping the landscape. Armed with a wealth of technical knowledge, readers will navigate smart laboratories, healthcare revolutions, environmental interventions, and more. This book not only opens doors to the intricacies of biotech IoT but also provides practical guidance for navigating the evolving field.

Название: Wireless Multimedia Computational Communications
Автор: Xiaoming Tao, Yiping Duan, Zhijin Qin, Danlan Huang
Издательство: Springer
Серия: Wireless Networks
Год: 2024
Страниц: 217
Язык: английский
Формат: pdf (true), epub
Размер: 50.1 MB

This book discusses the evolving designs and applications of multimedia content delivery and focuses on computing-based methods. It offers readers an in-depth understanding of how computational resources at both the source and the destination of the networking continuum can be exploited. This enhances the overall performance of multimedia data networking. This book also presents novel designs and applications focusing on information delivery based on computing. It starts with an overview of the multimedia computational communications as well as spanning topics. The topics range in experience evaluation using electroencephalography, semantic knowledge bases with the next generation of multiple access, end-to-end semantic communication framework and cloud-edge-end intelligent coordination computing. The authors believe this book offers readers a clear picture of the current state and the next steps in multimedia computational communication networks. Alongside the developments in Artificial Intelligence (AI), this book spans the framework of wireless multimedia communication powered by computing. Graduate students majoring in the areas of communication networks, Computer Science and engineering and electrical engineering will find this book useful as a secondary text or reference book. Professionals and researchers working in computational transmission solutions for multimedia communication networks will find this book to be a valuable resource as well.

Название: Internet of Things and Big Data Analytics-Based Manufacturing
Автор: Arun Kumar Rana, Sudeshna Chakraborty, Pallavi Goel, Sumit Kumar Rana, Ahmed A. Elngar
Издательство: CRC Press
Год: 2025
Страниц: 288
Язык: английский
Формат: pdf (true), epub
Размер: 28.9 MB

By enabling the conversion of traditional manufacturing systems into contemporary digitalized ones, Internet of Things (IoT) adoption in manufacturing creates huge economic prospects through reshaping industries. Modern businesses can more readily implement new data-driven strategies and deal with the pressure of international competition thanks to Industrial IoT. But as the use of IoT grows, the amount of created data rises, turning industrial data into Industrial Big Data. Internet of Things and Big Data Analytics-Based Manufacturing shows how Industrial Big Data can be produced as a result of IoT usage in manufacturing, considering sensing systems and mobile devices. Different IoT applications that have been developed are demonstrated and it is shown how genuine industrial data can be produced, leading to Industrial Big Data. This book is organized into four sections discussing IoT and technology, the future of Big Data, algorithms, and case studies demonstrating the use of IoT and Big Data in a variety of industries, including automation, industrial manufacturing, and healthcare. This reference title brings all related technologies into a single source so that researchers, undergraduate and postgraduate students, academicians, and those in the industry can easily understand the topic and further their knowledge.

Название: Cloud Native Application Protection Platforms: A Guide to CNAPPs and the Foundations of Comprehensive Cloud Security
Автор: Russ Miles, Stephen Giguere, Taylor Smith
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 204
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Cloud native security isn't a game for individual players. It requires team collaboration with a platform that can help cloud security engineers, developers, and operations people do their best work. That's what the cloud native application protection platform (CNAPP) delivers. With this practical guide, you'll learn how CNAPPs can help you consolidate security through DevSecOps across cloud native technologies, practices, and application lifecycles. Through real-life attack scenarios, authors Russ Miles, Steve Giguere, and Taylor Smith help you explore how CNAPP not only mitigates multidimensional threats, but also reduces complexity and helps your team stay one step ahead of attackers. CNAPP provides a holistic approach to your cloud native development across identities, workloads, networks, and infrastructure. Security is everyone’s job, and this book has something for all technology areas, from DevOps to SecOps, but most certainly, it is for those daring to secure the murky waters of cloud native application development. The book does assume that users have a basic understanding of the cloud native ecosystem.

Название: Сетевые технологии высокоскоростной передачи данных
Автор: Будылдина Н.В., Шувалов В.П.
Издательство: Горячая линия-Телеком
Год: 2018
Cтраниц: 342
Формат: pdf (ocr)
Размер: 11 мб
Язык: русский

В компактной форме изложены вопросы построения инфокоммуникационных сетей, обеспечивающих высокоскоростную передачу данных. Представлены разделы, которые необходимы для понимания того как можно обеспечить передачу не только с высокой скоростью, но и с другими показателями, характеризующими качество предоставляемой услуги.

Название: Cybersecurity Essentials: Practical Tools for Today's Digital Defenders
Автор: Kodi A. Cochran
Издательство: Apress
Год: 2024
Страниц: 542
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Embarking on the journey through this comprehensive cybersecurity guide promises readers a transformative experience, equipping them with invaluable insights, practical skills, and a profound understanding of the intricate world of digital defense. Whether you're an industry professional seeking to enhance your expertise or a newcomer eager to navigate the cybersecurity landscape, this guide serves as your trusted companion. Expect to gain a profound grasp of foundational concepts, illustrated through real-world examples and practical applications. Dive into the logical flow of CompTIA Pentest+ objectives and (ISC)2 SSCP & CCSP, aligning your learning with industry standards. Beyond theory, this guide empowers you with actionable tips and emerging trends, ensuring your knowledge remains current in the dynamic realm of cybersecurity. As you progress through each chapter, anticipate a hands-on exploration of offensive and defensive security, offering a pathway to certification from a vendor-neutral perspective. Ultimately, this guide is designed to not only enhance your cybersecurity skill set but to foster a holistic approach, making you adept at navigating the evolving cyber landscape with confidence and expertise. For anyone interested in cybersecurity: recent graduates, IT professionals transitioning into security, veterans, and those who are self taught. One of the largest motivating factors is that there are several certifications—this book will greatly improve the reader's chance of obtaining.

Название: The CISO Playbook
Автор: Andres Andreu
Издательство: CRC Press
Год: 2025
Страниц: 293
Язык: английский
Формат: pdf (true), epub
Размер: 13.2 MB

A CISO is the ultimate guardian of an organization’s digital assets. As a cybersecurity leader, a CISO must possess a unique balance of executive leadership, technical knowledge, strategic vision, and effective communication skills. The ever-evolving cyberthreat landscape demands a resilient, proactive approach coupled with a keen ability to anticipate attack angles and implement protective security mechanisms. Simultaneously, a cybersecurity leader must navigate the complexities of balancing security requirements with business objectives, fostering a culture of cybersecurity awareness, and ensuring compliance with regulatory frameworks. The CISO Playbook aims to provide nothing but real-world advice and perspectives to both up-and-coming cybersecurity leaders as well as existing ones looking to grow. The book does not approach cybersecurity leadership from the perspective of the academic, or what it should be, but more from that which it really is. Moreover, it focuses on the many things a cybersecurity leader needs to “be” given that the role is dynamic and ever-evolving, requiring a high level of adaptability. A CISO’s career is touched from many differing angles, by many different people and roles. A healthy selection of these entities, from executive recruiters to salespeople to venture capitalists, is included to provide real-world value to the reader. To augment these, the book covers many areas that a cybersecurity leader needs to understand – from the pre-interview stage to the first quarter and from security operations to the softer skills such as storytelling and communications.

Название: Spies in the Bits and Bytes: The Art of Cyber Threat Intelligence
Автор: Atif Ali, Baber Majid Bhatti
Издательство: CRC Press
Год: 2025
Страниц: 287
Язык: английский
Формат: pdf (true)
Размер: 52.1 MB

In an era where digital security transcends mere convenience to become a pivotal aspect of our daily lives, Spies in the Bits and Bytes: The Art of Cyber Threat Intelligence by Dr. Atif and Dr. Baber emerges as a critical beacon of knowledge and understanding. This book delves into the shadowy world of cyber threats, unraveling the complex web of digital espionage, cybercrime, and the innovative defenses that stand between safety and digital chaos. Dr. Atif, leveraging his profound expertise in Artificial Intelligence and cybersecurity, offers not just an exploration but a comprehensive guide to navigating the tumultuous digital landscape. What sets this book apart is its unique blend of technical depth, real-world examples, and accessible writing, making the intricate world of cyber threats understandable and engaging for a broad audience. This book is an essential resource for anyone keen on understanding the intricacies of cybersecurity and the critical role it plays in our interconnected society. From cybersecurity professionals, IT students, and corporate leaders to policy makers and general readers with an interest in the digital world, Spies in the Bits and Bytes serves as a comprehensive guide to the challenges and solutions in the realm of cyber threat intelligence, preparing its audience for the ongoing battle against digital adversaries.