Introduction to Artificial Intelligence
IBA6001 Graduate Course, The Chinese University of Hong Kong (Shenzhen), School of Management and Economics, 2021
Semester: 2021 Summer
This course strikes a balance between technical details and managerial discussions about AI. The course not only provides a broad introduction to expert system, machine learning, natural language processing, computer vision and robotics, but also discusses about issues, concerns and Ethical considerations in AI as well as enterprise AI strategy. Topics include: (i) AI definition, history, and the state of the art. (ii) Expert system in AI. (iii) Machine learning (supervised learning and unsupervised learning). (iv) Natural language processing. (v) Computer vision and robotics. (vi) Enterprise AI strategy. (vii) Big data.
Syllabus
| Lecture | Content |
|---|---|
| Lecture 1 | AI Definition, History, and the State of the Art |
| Lecture 2 | Expert System in Artificial Intelligence |
| Lecture 3 | Machine Learning (I) |
| Lecture 4 | Machine Learning (II) |
| Lecture 5 | Natural Language Processing (I) |
| Lecture 6 | Natural Language Processing (II) |
| Lecture 7 | Computer Vision and Robotics |
| Lecture 8 | Enterprise AI Strategy |
| Lecture 9 | AI Applications |
| Lecture 10 | Big Data |
| Lecture 11 | Project Presentation |
| Lecture 12 | Project Presentation |
| Lecture 13 | Final Report |