Название: Core Technologies of Artificial Intelligence Автор: Lynn Walker Издательство: Winmedia Press Год: 2024 Страниц: 197 Язык: английский Формат: pdf Размер: 13.6 MB
Unlock the transformative potential of Artificial Intelligence with "Core Technologies of Artificial Intelligence." This comprehensive guide demystifies the intricate world of AI, offering readers an in-depth understanding of the fundamental technologies driving this revolutionary field. Perfect for students, professionals, and AI enthusiasts, this book provides a structured learning path from basic concepts to advanced methodologies.
Explore essential topics such as Machine Learning, Deep Learning, natural language processing (NLP), AI in robotics, and the latest advancements like quantum computing and neuromorphic engineering. Each chapter is meticulously designed to build on the previous one, ensuring a cohesive and engaging learning experience.
Key Features:
Advanced Machine Learning Techniques: Master complex methods, including ensemble methods, feature engineering, and model optimization. Deep Learning Architectures: Gain expertise in deep learning models such as CNNs, RNNs, Transformers, Autoencoders, and GANs. Natural Language Processing: Understand advanced NLP methodologies, from sentiment analysis to speech recognition technologies. AI in Robotics: Learn about the integration of AI in robotics, covering human-robot interaction and autonomous vehicles. Ethical AI Implementation: Explore the ethical implications of AI, focusing on fairness, privacy, regulatory compliance, and transparency. Emerging Technologies: Stay updated with the latest AI advancements, including quantum computing, AI at the edge, and biologically inspired AI.
Hands-On Learning: Engage with practical exercises, coding examples, and real-world case studies that bring theoretical concepts to life. Apply what you learn through hands-on activities and projects included in each chapter.
Ethical Considerations and Societal Impact: Delve into the ethical dimensions of AI development, emphasizing the importance of responsible and sustainable practices. Understand how AI can be both a tool for social transformation and a source of potential risks.
About the Author: Lynn Walker is a passionate AI researcher with years of experience in the field. Her dedication to making AI accessible and understandable shines through in this book, making it an invaluable resource for anyone looking to deepen their knowledge of artificial intelligence.
Join the educational journey through "Core Technologies of Artificial Intelligence" and equip yourself with the knowledge and skills needed to thrive in the ever-evolving field of AI. This book is not just an academic resource but a gateway to understanding and harnessing the power of AI for the betterment of society.
Intended Audience: "Core Technologies in Artificial Intelligence" is designed for a diverse audience, including:
1. Students and Academics: Those seeking a solid foundation in AI technologies and looking to build on their knowledge through advanced study and research. 2. Industry Professionals: Practitioners and engineers who want to deepen their understanding of AI to apply it effectively in their work. 3. AI Enthusiasts: Individuals with a keen interest in AI who wish to explore the latest advancements and understand the underlying technologies. 4. Decision Makers: Business leaders, policymakers, and educators who need a comprehensive overview of AI to make informed decisions and shape future policies.
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Core Technologies of Artificial Intelligence 
