Machine Learning for Civil & Environmental Engineers: Prelims & Downloading Lectures, Datasets/Codes Machine Learning for Civil & Environmental Engineers: Preface + Ch 01 Teaching Methods Machine Learning for Civil & Environmental Engineers: Ch 02 Introduction to Machine Learning Machine Learning for Civil & Environmental Engineers: Ch 03 Data and Statistics Machine Learning for Civil & Environmental Engineers: Ch 04 Machine Learning Algorithms Machine Learning for Civil & Environmental Engineers: Ch 05 Performance Indicators & Error Metrics Machine Learning for Civil & Environmental Engineers: Ch 06 Coding-free and Coding-based Approaches Machine Learning for Civil & Environmental Engineers: Ch 07 Explainability and Interpretability Machine Learning for Civil & Environmental Engineers: Ch 08 Causal Discovery and Causal Inference Machine Learning for Civil & Environmental Engineers: Ch 09 Advanced Topics Machine Learning for Civil & Environmental Engineers: Ch 10 Recommendations Suggestions & Practices