English | June 1, 2024 | ASIN: B0D5WZCKVW | PDF | 13 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, 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.
Core Technologies Of Artificial Intelligence
