BOOKS - Algorithms in Advanced Artificial Intelligence
Algorithms in Advanced Artificial Intelligence - R.N.V. Jagan Mohan, Vasamsetty Chandra Sekhar 2024 PDF CRC Press BOOKS
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Algorithms in Advanced Artificial Intelligence
Author: R.N.V. Jagan Mohan, Vasamsetty Chandra Sekhar
Year: 2024
Pages: 547
Format: PDF
File size: 60.7 MB
Language: ENG



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Algorithms in Advanced Artificial Intelligence: Understanding the Evolution of Technology for Human Survival As we venture into the realm of advanced artificial intelligence, it is essential to comprehend the evolution of technology and its impact on human survival. In this book, "Algorithms in Advanced Artificial Intelligence we delve into the emerging issues, challenges, and novel methods in artificial intelligence (AI), machine learning, deep learning, cloud computing, federated learning, internet of things (IoT), and blockchain technology. These technologies have the potential to offer "paranormal" solutions to problems that were previously unsolvable within the classical AI frameworks. The book explores the use of AI in diverse subfields, such as learning, perception, and financial decisions. It employs four strategies: Thinking Humanly, Thinking Rationally, Acting Humanly, and Acting Rationally. These approaches enable us to address various issues in information and communication technology (ICT), including AI, machine learning, deep learning, data science, big data analytics, vision, IoT security, and privacy aspects in AI and Blockchain. The growing attention towards advanced technologies is primarily due to their ability to provide innovative solutions to complex problems.
Алгоритмы в усовершенствованном искусственном интеллекте: понимание эволюции технологий для выживания человека По мере того, как мы углубляемся в область усовершенствованного искусственного интеллекта, важно понимать эволюцию технологий и их влияние на выживание человека. В этой книге «Алгоритмы в усовершенствованном искусственном интеллекте» мы углубляемся в новые проблемы, проблемы и новые методы в области искусственного интеллекта (ИИ), машинного обучения, глубокого обучения, облачных вычислений, федеративного обучения, интернета вещей (IoT) и технологии блокчейн. Эти технологии могут предложить «паранормальные» решения проблем, которые ранее были неразрешимы в рамках классического ИИ. Книга исследует использование ИИ в различных подполях, таких как обучение, восприятие и финансовые решения. Он использует четыре стратегии: «Мыслить по-человечески», «Мыслить рационально», «Действовать по-человечески» и «Действовать рационально». Эти подходы позволяют нам решать различные вопросы в области информационных и коммуникационных технологий (ИКТ), включая ИИ, машинное обучение, глубокое обучение, науку о данных, аналитику больших данных, видение, безопасность Интернета вещей и аспекты конфиденциальности в ИИ и блокчейне. Растущее внимание к передовым технологиям связано прежде всего с их способностью предоставлять инновационные решения сложных задач.
Algorithmes en intelligence artificielle améliorée : comprendre l'évolution des technologies pour la survie humaine À mesure que nous nous penchons sur le domaine de l'intelligence artificielle améliorée, il est important de comprendre l'évolution des technologies et leur impact sur la survie humaine. Dans ce livre « Algorithmes in Advanced Artificial Intelligence », nous examinons de nouveaux problèmes, défis et nouvelles méthodes dans les domaines de l'intelligence artificielle (IA), du machine learning, de l'apprentissage profond, du cloud computing, de l'apprentissage fédéral, de l'Internet des objets (IoT) et de la technologie blockchain. Ces technologies peuvent offrir des solutions « paranormales » à des problèmes qui étaient auparavant insolubles dans le cadre de l'IA classique. livre explore l'utilisation de l'IA dans divers sous-domaines, tels que la formation, les perceptions et les décisions financières. Il utilise quatre stratégies : « Penser humainement », « Penser rationnellement », « Agir humainement » et « Agir rationnellement ». Ces approches nous permettent de traiter différents problèmes dans le domaine des technologies de l'information et de la communication (TIC), y compris l'IA, l'apprentissage automatique, l'apprentissage profond, la science des données, l'analyse Big Data, la vision, la sécurité IoT et les aspects de la vie privée dans l'IA et la blockchain. L'attention croissante accordée aux technologies de pointe est principalement liée à leur capacité à fournir des solutions innovantes à des défis complexes.
Algoritmos en inteligencia artificial avanzada: comprender la evolución de la tecnología para la supervivencia humana A medida que profundizamos en el campo de la inteligencia artificial avanzada, es importante comprender la evolución de la tecnología y su impacto en la supervivencia humana. En este libro «Algoritmos en Inteligencia Artificial Avanzada» profundizamos en nuevos retos, retos y nuevas técnicas en inteligencia artificial (IA), aprendizaje automático, aprendizaje profundo, computación en la nube, aprendizaje federado, Internet de las Cosas (IoT) y tecnología blockchain. Estas tecnologías pueden ofrecer soluciones «paranormales» a problemas que antes eran insolubles dentro de la IA clásica. libro explora el uso de la IA en diferentes sub-campos, como el aprendizaje, la percepción y las decisiones financieras. Utiliza cuatro estrategias: «Pensar humanamente», «Pensar racionalmente», «Actuar humanamente» y «Actuar racionalmente». Estos enfoques nos permiten abordar diversas cuestiones en el campo de las tecnologías de la información y la comunicación (TIC), incluyendo IA, aprendizaje automático, aprendizaje profundo, ciencia de datos, análisis de big data, visión, seguridad de IoT y aspectos de privacidad en IA y blockchain. La creciente atención a las tecnologías avanzadas se debe principalmente a su capacidad para ofrecer soluciones innovadoras a desafíos complejos.
Algorithmen in Advanced Artificial Intelligence: Die Evolution der Technologie für das menschliche Überleben verstehen Während wir uns in den Bereich der Advanced Artificial Intelligence vertiefen, ist es wichtig, die Evolution der Technologie und ihre Auswirkungen auf das menschliche Überleben zu verstehen. In diesem Buch „Algorithmen in Advanced Artificial Intelligence“ gehen wir tiefer in neue Probleme, Herausforderungen und neue Techniken in den Bereichen künstliche Intelligenz (KI), maschinelles rnen, Deep arning, Cloud Computing, Federated arning, Internet of Things (IoT) und Blockchain-Technologie ein. Diese Technologien können „paranormale“ Lösungen für Probleme bieten, die zuvor innerhalb der klassischen KI unlösbar waren. Das Buch untersucht den Einsatz von KI in verschiedenen Teilbereichen wie rnen, Wahrnehmung und finanziellen Entscheidungen. Er verwendet vier Strategien: „Menschlich denken“, „Rational denken“, „Menschlich handeln“ und „Rational handeln“. Diese Ansätze ermöglichen es uns, eine Vielzahl von Themen im Bereich der Informations- und Kommunikationstechnologie (IKT) anzugehen, darunter KI, maschinelles rnen, Deep arning, Data Science, Big Data Analytics, Vision, IoT-cherheit und Datenschutzaspekte in KI und Blockchain. Der zunehmende Fokus auf Spitzentechnologien ist vor allem auf ihre Fähigkeit zurückzuführen, innovative Lösungen für komplexe Probleme zu liefern.
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Gelişmiş Yapay Zekada Algoritmalar: İnsanın Hayatta Kalması için Teknolojinin Evrimini Anlamak Gelişmiş yapay zeka alanına girdiğimizde, teknolojinin evrimini ve insanın hayatta kalması üzerindeki etkisini anlamak önemlidir. Bu kitapta, Gelişmiş Yapay Zekada Algoritmalar, yapay zeka (AI), makine öğrenimi, derin öğrenme, bulut bilişim, federe öğrenme, nesnelerin interneti (IoT) ve blockchain teknolojisinde yeni zorluklar, zorluklar ve yeni teknikler üzerinde duruyoruz. Bu teknolojiler, daha önce klasik AI'da çözülemeyen sorunlara "paranormal" çözümler sunabilir. Kitap, AI'nın öğrenme, algı ve finansal kararlar gibi çeşitli alt alanlarda kullanımını araştırıyor. Dört strateji kullanır: "İnsanı Düşün", "Rasyonel Düşün", "İnsanı Davran've" Rasyonel Davran ". Bu yaklaşımlar, AI, makine öğrenimi, derin öğrenme, veri bilimi, büyük veri analitiği, vizyon, IoT güvenliği ve AI ve blockchain'deki gizlilik yönleri dahil olmak üzere bilgi ve iletişim teknolojisindeki (BİT) çeşitli sorunları ele almamızı sağlar. İleri teknolojilere artan odaklanma, öncelikle karmaşık sorunlara yenilikçi çözümler sunma yeteneklerinden kaynaklanmaktadır.
خوارزميات | في الذكاء الاصطناعي المتقدم: فهم تطور التكنولوجيا من أجل بقاء الإنسان بينما نتعمق في مجال الذكاء الاصطناعي المتقدم، من المهم فهم تطور التكنولوجيا وتأثيرها على بقاء الإنسان. في هذا الكتاب، الخوارزميات في الذكاء الاصطناعي المتقدم، نتعمق في التحديات والتحديات والتقنيات الجديدة في الذكاء الاصطناعي (AI)، والتعلم الآلي، والتعلم العميق، والحوسبة السحابية، والتعلم الفيدرالي، وإنترنت الأشياء (IoT) وتكنولوجيا blockchain. يمكن أن تقدم هذه التقنيات حلولًا «خارقة للطبيعة» للمشاكل التي لم تكن قابلة للحل في السابق داخل الذكاء الاصطناعي الكلاسيكي. يستكشف الكتاب استخدام الذكاء الاصطناعي في مجالات فرعية مختلفة مثل التعلم والإدراك والقرارات المالية. يستخدم أربع استراتيجيات: «فكر في الإنسان» و «فكر في العقلانية» و «تصرف بشري» و «تصرف عقلاني». تمكننا هذه الأساليب من معالجة مجموعة متنوعة من القضايا في تكنولوجيا المعلومات والاتصالات (ICT)، بما في ذلك الذكاء الاصطناعي والتعلم الآلي والتعلم العميق وعلوم البيانات وتحليلات البيانات الضخمة والرؤية وأمن إنترنت الأشياء وجوانب الخصوصية في الذكاء الاصطناعي و blockchain. ويعزى التركيز المتزايد على التكنولوجيات المتقدمة في المقام الأول إلى قدرتها على توفير حلول مبتكرة للمشاكل المعقدة.

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