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Machine learning for civil & environmental engineers : a practical approach to data-driven analysis, explainability, and causality
Naser, M. Z.- ISBN9781119897606
- publisher
- descriptionxix, 588 pages : illustrations
- Loan PeriodRoom Use Only
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Notes
Bibliographic Note
Includes bibliographical references and index.
Content
- Teaching methods for this textbook
- Introduction to machine learning
- Data and statistics
- Machine learning algorithms
- Performance fitness indicators and error metrics