Professional Certificate in Support Vector Machines: Data Science Essentials
-- ViewingNowThe Professional Certificate in Support Vector Machines: Data Science Essentials is a crucial course for those interested in data science. Support Vector Machines (SVM) are powerful supervised learning algorithms used for classification and regression analysis.
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โข Introduction to Support Vector Machines (SVM)
โข Understanding Data Preprocessing for SVM
โข Different Kernel Functions in SVM
โข Training SVM Models with Various Kernel Functions
โข Tuning SVM Parameters
โข Multi-class SVM Classification
โข Implementing SVM in Python using Scikit-learn
โข Real-world Applications of SVM in Data Science
โข Evaluation Metrics for SVM
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