CE 515 Machine Learning Methods for Civil and Environmental Engineers

Fundamentals of supervised learning and common machine learning models including linear and logistic regression, support vector machines, artificial neural networks, and decision trees/random forests; Hands-on implementation using Python-based tools such as Scikit-Learn, Keras, and TensorFlow.