Items related to Machine Learning Applications in Concrete Strength...

Machine Learning Applications in Concrete Strength Prediction - Softcover

Nadeemallah, Altamashuddin Khan; Basha, S I Manjur

 
9783659949319: Machine Learning Applications in Concrete Strength Prediction

Synopsis

Machine Learning Approaches to Concrete Strength Prediction combines traditional engineering with modern data science, reshaping how we predict concrete strength. Focusing on concrete mixes that use sand, manufactured sand (M-sand), and laterite soil as fine aggregates, this book provides a practical guide to machine learning techniques like Linear Regression, Decision Trees, Random Forest, Support Vector Regression, and Gradient Boosting. With clear explanations and a real-world case study, it equips readers with the knowledge to apply data-driven approaches in construction.

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