Enroll Course: https://www.coursera.org/learn/rengong-zhineng
Artificial Intelligence (AI) is a rapidly evolving field that permeates every aspect of our lives today. For anyone looking to gain a solid grounding in AI, the Coursera course titled 人工智慧：搜尋方法與邏輯推論 (Artificial Intelligence – Search & Logic) is a great way to start.
This course is divided into two main parts, focusing intensely on foundational concepts and advanced techniques in AI. The first part begins with an overview of artificial intelligence, leading learners into critical areas such as goal search, meta-heuristics, computer games, and deductive learning (which includes propositional logic, first-order logic, and planning).
One of the most compelling aspects of this course is its historical context. The techniques covered primarily date back to the first and second waves of AI enthusiasm during the 1950s to 1990s. Despite their age, these concepts remain pivotal and widely applicable across numerous domains today.
The learning objectives are clear and structured:
- To provide students with a foundational understanding of artificial intelligence.
- To enable learners to implement goal search techniques and deductive learning strategies in real-world scenarios.
- To empower students to apply related AI techniques to their own issues effectively.
The course syllabus covers a range of essential topics:
- Introduction – Setting the stage for AI concepts.
- Uninformed search – Exploring search strategies without prior knowledge.
- Informed search – Leveraging existing knowledge for efficient search.
- Non-classic search – Understanding alternative search methodologies.
- Adversarial search – Mastering AI in competitive environments.
- Propositional Logic – Building blocks for logical reasoning.
- First Order Logic – Advancing logical reasoning techniques.
- Planning – Techniques to plan actions intelligently.
Overall, I highly recommend this course for individuals interested in diving deep into AI’s mechanics and applications. Whether you’re a beginner or looking to enhance your current knowledge, the structured format, historical insights, and practical applications offered in this course make it a tremendous asset for any aspiring AI practitioner.
Start your journey into the world of artificial intelligence by enrolling in the course on Coursera today!
Enroll Course: https://www.coursera.org/learn/rengong-zhineng