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Machine Learning Applications in Concrete Strength Prediction by Nadeemallah, Altamashuddin Khan

Machine Learning Applications in Concrete Strength Prediction

by Altamashuddin Khan Nadeemallah , S. I. Manjur Basha
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Book cover type: Paperback
  • ISBN13: 9783659949319
  • Binding: Paperback
  • Subject: N/A
  • Publisher: LAP Lambert Academic Publishing
  • Publisher Imprint: LAP Lambert Academic Publishing
  • Publication Date:
  • Pages: 64
  • Original Price: GBP 36.0
  • Language: English
  • Edition: N/A
  • Item Weight: 105 grams
  • BISAC Subject(s): Environmental / General

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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