CU10: Applications of Artificial Intelligence and Optimization in Complex Systems
Course Summary
This course unit provides students with a thorough understanding of applying artificial intelligence (AI), machine learning, and optimization techniques in complex systems across various domains. Students will explore key areas of application, critically evaluate the performance of algorithms in specific problems, and analyze the role of these techniques within Industry 4.0 and other emerging fields. The curriculum strongly emphasizes practical application, analytical skills, and critical analysis of real-world problems using sophisticated AI and optimization methods.Course Highlights
- Comprehensive Application of AI and Machine Learning Techniques
- Critical Evaluation and Performance Analysis of Algorithms
- Optimization Methods for Complex System Management
- Applications in Industry 4.0 and Emerging Technologies
- Critical Analysis of Real-World Case Studies
- Integrated Computational and Analytical Skills Development