Machine Learning Applications in Civil Engineering

3 Credits

Leverage machine learning state-of-the-art techniques and tools to solve Civil Engineering problems. Apply fundamentals of data analytics and machine learning techniques to real-world tasks and gain essential knowledge and programming skills (using R) in data preprocessing, feature selection, model comparison, hyperparameter tuning, and machine-learning interpretation. Includes case studies and applications for hands-on experience.