Professional Certificate in Support Vector Machines for Business Insights
-- ViewingNowThe Professional Certificate in Support Vector Machines for Business Insights is a course designed to provide learners with a deep understanding of Support Vector Machines (SVM) and their practical applications in business. SVM is a powerful machine learning algorithm that can help businesses make informed decisions by analyzing data and identifying patterns.
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โข Introduction to Support Vector Machines (SVM)
โข Linear Kernel and Non-linear Kernel Methods in SVM
โข Maximal Margin Classifier and Soft-margin Classifier
โข Solving SVM using Lagrange Multipliers and Quadratic Programming
โข Kernel Trick for Non-linear SVM
โข Multi-class SVM Classification
โข SVM for Regression Analysis (SVR)
โข Implementing SVM in Python with Libraries like Scikit-learn
โข Real-world Business Applications of SVM
โข Evaluation Metrics for SVM in Business Insights
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