Professional Certificate in ML for Foundation Analysis
-- ViewingNowThe Professional Certificate in Machine Learning (ML) for Foundation Analysis is a crucial course that focuses on teaching ML concepts and their applications in foundation analysis. This program is vital in today's data-driven world, where ML is revolutionizing various industries, including construction, engineering, and geotechnical fields.
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โข Introduction to Machine Learning & Foundation Analysis
โข Data Preprocessing for ML Modeling
โข Understanding Linear Regression in ML
โข Logistic Regression for Foundation Analysis
โข Decision Trees and Random Forests
โข Unsupervised Learning: Clustering Methods
โข Dimensionality Reduction Techniques
โข Introduction to Neural Networks and Deep Learning
โข Evaluating Model Performance in ML
โข Real-world Applications of ML for Foundation Analysis
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