林恩·沃克《人工智能导论》

English | May 11, 2024 | ASIN: B0D3ZZHVZZ | PDF | 24 Mb

Introduction to Artificial Intelligence Dive into the expansive world of artificial intelligence through the pages of "Introduction to Artificial Intelligence," where complex concepts are distilled into an accessible and engaging narrative. Designed for students, professionals, and enthusiasts alike, this comprehensive guide not only explores AI's technical fundamentals but also examines its profound impact on our society and industries. Part 1: The Foundations of Artificial Intelligence The journey begins with a clear definition of artificial intelligence, distinguishing between its subfields and the concepts of weak (narrow) and strong (general) AI. Explore AI's relationship to human intelligence and its broader implications on society. The historical context provided in the second chapter traces AI from its inception through various milestones, including the AI winters and its recent resurgence, setting the stage for a deeper exploration of its capabilities. Part 2: Unveiling the Techniques and Approaches of AI In the heart of the book, delve into the core techniques powering AI today. Understand the role of data, grasp fundamental machine learning principles, and discover the applications of deep learning. Special emphasis is given to cutting-edge fields like natural language processing and computer vision, illustrating how these technologies are reshaping the digital landscape. Part 3: The Impact of AI in Our World AI’s transformative power across various industries is thoroughly analyzed in this section. From revolutionizing healthcare and finance to altering the dynamics of transportation, communication, and entertainment, the book illustrates the widespread adoption and versatility of AI. It also highlights emerging applications in creativity and other sectors, providing a glimpse into the future possibilities of AI technologies. Part 4: The Societal and Ethical Landscape of AI The final chapters address the ethical considerations and societal impacts of AI, including its influence on jobs and the future of work. It prompts readers to think critically about AI's role in shaping our future and the importance of responsible AI development with a human-centered approach. Conclusion: The Future of AI "Introduction to Artificial Intelligence" closes with a forward-looking perspective on the potential future breakthroughs in AI. By emphasizing the need for ethical considerations and a human-centered approach, the book invites readers to speculate on the future directions AI may take and the role they themselves might play in this rapidly evolving field.

中文|2024年5月11日|ASIN:B0D3ZZHVZZ|PDF|24 Mb人工智能导论通过“人工智能导论”的页面深入了解人工智能的广阔世界，将复杂的概念提炼成易于理解和引人入胜的叙述。这本全面的指南专为学生、专业人士和爱好者而设计，不仅探讨了人工智能的技术基础，还考察了它对我们的社会和行业的深远影响。第1部分：人工智能的基础旅程始于对人工智能的明确定义，区分其子领域以及弱（狭义）和强（通用）人工智能的概念。探索人工智能与人类智能的关系及其对社会的更广泛影响。第二章提供的历史背景追溯了人工智能从诞生到各种里程碑，包括人工智能的冬天和最近的复苏，为更深入地探索其能力奠定了基础。第2部分：揭示人工智能的技术和方法在本书的核心部分，深入探讨当今驱动人工智能的核心技术。了解数据的作用，掌握基本的机器学习原理，并发现深度学习的应用。特别强调了自然语言处理和计算机视觉等前沿领域，说明了这些技术如何重塑数字景观。第3部分：人工智能对我们世界的影响本节深入分析了人工智能在各个行业的变革力量。从彻底改变医疗保健和金融到改变交通、通信和娱乐的动态，这本书说明了人工智能的广泛采用和多功能性。它还强调了人工智能在创意和其他领域的新兴应用，让我们一窥人工智能技术的未来可能性。第4部分：人工智能的社会和伦理景观最后几章讨论了人工智能的伦理考虑和社会影响，包括它对工作和未来工作的影响。它促使读者批判性地思考人工智能在塑造我们未来方面的作用，以及以人为中心的负责任的人工智能发展的重要性。结论：《人工智能的未来》“人工智能导论”以对人工智能未来潜在突破的前瞻性视角结束。通过强调伦理考虑和以人为本的方法，这本书邀请读者推测人工智能未来的发展方向以及他们自己在这个快速发展的领域中可能发挥的作用。

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