Naser, M. Z. <br/><br/>
Machine learning for civil & environmental engineers  : a practical approach to data-driven analysis, explainability, and causality 
 Machine learning for civil and environmental engineers 
/ M.Z. Naser 
 - xix, 588 pages :  illustrations 
<br/><br/>Includes bibliographical references and index. 
<br/><br/>Teaching methods for this textbook Introduction to machine learning Data and statistics Machine learning algorithms Performance fitness indicators and error metrics Coding-free and coding-based approaches to machine learning Explainability and interpretability Causal discovery and casual inference Final thoughts and future directions 
<br/><br/><label>ISBN: </label>9781119897606 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Machine learning<br/>Civil engineering--Data processing<br/>Environmental engineering--Data processing
<br/><br/><label>Dewey Class. No.: </label>006.31