課程介紹
Artificial intelligence (AI) has emerged in recent years and has a great impact on company’s new product and service development. Companies need to consider how AI capabilities are designed into their new products and services to enhance competitive advantages of their products or services.
This course aims to provide an overview of AI techniques and how AI can be applied to improve the values of products or services. Students should be able to: (1) understand key AI concepts and methods, and (2) understand AI products and services in industries, and (3) understand methodologies for developing AI products and services. The lecture will be delivered in a format combining class presentations, classroom discussions, and practices.
教科書:
Kelleher, J. D., Mac Namee, B. and D'Arcy, A. (2015). Fundamentals of machine learning for predictive data analytics: algorithms, worked examples, and case studies, MIT Press
Russell & Norvig, Artificial Intelligence: A Modern Approach, 2010.
Journal papers listed in the syllabus
Online material on the i-learning website本課程不開放報名
