Enroll Course: https://www.coursera.org/learn/rengong-zhineng
Artificial Intelligence is no longer a futuristic dream; it’s a present-day reality shaping our world. For anyone looking to understand the core mechanics of how AI ‘thinks’ and solves problems, the Coursera course ‘Artificial Intelligence – Search & Logic’ (人工智慧：搜尋方法與邏輯推論) is an absolute must. This course, split into two parts, delves deep into the foundational techniques that powered the first and second waves of AI development, from the 1950s to the 1990s, and which remain incredibly relevant today.
The course begins with a solid introduction to AI, setting the stage for the technical exploration to come. The syllabus then meticulously guides you through the essential search methodologies. You’ll start with Uninformed Search, understanding how AI agents can explore possibilities without any prior knowledge. This naturally progresses to Informed Search, where you learn about heuristic approaches that guide the AI more efficiently towards a solution. The course doesn’t stop there; it also covers Non-classic Search and the fascinating realm of Adversarial Search, crucial for understanding game AI and competitive scenarios.
Beyond search, the course makes a powerful transition into the world of logic. Propositional Logic and First Order Logic are explained with clarity, providing the building blocks for AI reasoning. You’ll learn how AI can represent knowledge and draw conclusions, a fundamental aspect of intelligent systems. The syllabus culminates with Planning, a critical area where AI sequences actions to achieve specific goals. This section is particularly insightful, showcasing how logical reasoning translates into actionable strategies.
What makes this course truly stand out is its practical approach. The learning objectives are clear: to equip students with a foundational understanding of AI, to teach them how to apply search and deductive learning techniques, and most importantly, to enable them to leverage these skills for their own problems. The instructors excel at breaking down complex concepts into digestible modules, making even the more intricate aspects of logic and search accessible.
Whether you’re a student, a developer, or simply an AI enthusiast, ‘Artificial Intelligence – Search & Logic’ provides an invaluable perspective on the ‘how’ behind AI. It’s a journey back to the roots of AI, but one that powerfully illuminates its present and future applications. Highly recommended for anyone serious about building a robust understanding of artificial intelligence.
Enroll Course: https://www.coursera.org/learn/rengong-zhineng