中正大學課程大綱
Management and Innovation for Artificial Intelligence人工智慧管理與創新
一、課程概述
Artificial Intelligence (AI) has been an idea since the 1940s, but it has only recently started to have a significant impact on our daily lives. This is largely due to advancements in computing, storage, and networking technologies that have made it possible for AI to be integrated into various aspects of our lives, including work, education, and management. However, despite the widespread use of AI, there is a lack of courses designed to help managers understand how to effectively handle and apply AI in their businesses. This course aims to address this gap by providing students with a comprehensive understanding of AI and its potential applications.
The course is designed to cover five key areas. First of all, students will learn about the fundamental technologies and algorithms of AI, including machine learning, deep learning, and transfer learning. This will provide them with a strong foundation on which to build their understanding of the broader field of AI.
Second, the course will cover AI from a technical perspective. Students will learn how to use AI to manage and innovate enterprises and industries, and explore project management methodologies for introducing AI into businesses. This will help them to understand how AI can be leveraged to improve business processes and drive innovation.
Third, the course will focus on generative AIs, such as ChatGPT, Claude 3, Gemini, Copilot, stable diffusion, Midjourney, and D-ID. Students will learn how these AIs work and how to apply them in their studies and personal lives. This will give them practical experience with AI and help them to understand its potential applications outside of business contexts.
Fourth, the course will explore the social, legal, and ethical implications of AI. Students will discuss and speculate on the implications of AI on issues, such as privacy, job displacement, and social inequality. They will also examine the legal and ethical frameworks, currently existing to regulate the use of AI.
Finally, the course will investigate AI-related applications and research papers. Students will work together to identify and analyze the latest trends and developments in the field of AI, and share on their findings by reading report and oral presentation by team.
Overall, this course aims to provide students with a comprehensive understanding of AI and its potential applications. By the end of the course, students should be able to effectively handle and apply AI in a variety of contexts, and have a strong understanding of the broader implications of AI on society.
二、課程大綱說明文件AI_Syllabus - English Version.pdf
三、教材編選
四、教學教法
五、評量工具
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