Global Certificate in Support Vector Machines: Advanced Concepts
-- ViewingNowThe Global Certificate in Support Vector Machines (SVM): Advanced Concepts is a comprehensive course designed to empower learners with the essential skills required in today's data-driven world. This course focuses on SVM, a powerful supervised machine learning algorithm used for classification and regression analysis.
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โข Support Vector Machine (SVM) Fundamentals
โข Advanced SVM Theory: Duality and Kernel Trick
โข Multi-Class SVM Classification
โข Optimization Techniques in SVM
โข SVM Kernel Types and Selection
โข Implementing SVM with LIBSVM
โข Real-World Applications of SVM
โข Evaluation Metrics for SVM
โข Overfitting and Regularization in SVM
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- ProficiencyEnglish
- ComputerInternetAccess
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- ThreeFourHoursPerWeek
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