Brief Course Description
1. Course Title:
AI Fundamental and Application
2. Language of Instruction:
Tiếng Anh
3. Course Code:
INT547129
4. Credits:
3
5. Course Objectives:
This course provides students with knowledge about:
Provide a solid foundation in Artificial Intelligence (AI): Introduce fundamental AI concepts, helping students understand the core areas of AI, including search algorithms, logical reasoning, machine learning, and optimization techniques.
Understand basic AI algorithms: Students will master fundamental algorithms such as search algorithms, constraint satisfaction problems, genetic algorithms, and logic-based reasoning methods, and learn how to apply them to solve AI problems.
Ability to apply machine learning: Students will gain a basic understanding of machine learning techniques, including supervised and unsupervised learning, enabling them to build and evaluate simple machine learning models.
Develop problem-solving skills in AI: Students will be guided on how to analyze, solve, and optimize real-world problems in AI through practical exercises and small projects.
6. Brief Description of Course Content:
After completing this course, students will have a basic understanding of the key concepts required to implement Artificial Intelligence (AI) applications in mechatronic systems. They will have a solid foundation and a good understanding of search algorithms, constraint satisfaction, genetic algorithms, logic-based reasoning, planning, and machine learning techniques. The objectives of this course are designed to bring students to the forefront of advanced information systems and computer science, while providing a robust foundation to encourage further research in AI and its applications.