{"product_id":"machine-learning-applications-in-concrete-strength-prediction-9783659949319","title":"Machine Learning Applications in Concrete Strength Prediction","description":"\u003cp\u003e • Author(s): Altamashuddin Khan Nadeemallah | S. I. Manjur Basha\u003cbr\u003e • Publisher: LAP Lambert Academic Publishing\u003cbr\u003e • Publisher Imprint: LAP Lambert Academic Publishing\u003cbr\u003e • BISAC: Environmental - General\u003c\/p\u003e\u003cp\u003eMachine 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.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46391650222231,"sku":"9783659949319","price":3992.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783659949319.webp?v=1768807051","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-applications-in-concrete-strength-prediction-9783659949319","provider":"Atlantic Books","version":"1.0","type":"link"}