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4 Support Vector Machines (SVM): Fundamentals and Applications
Explore the fundamentals of Support Vector Machines (SVM) in this in-depth lesson. Learn how SVMs are used in machine learning for classification and regression tasks. - Introduction to the concept of support vectors - Mathematical foundations of SVM - Linear vs. nonlinear classifiers - Kernel functions and their applications - SVM for ...
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