Support Vector Machine, Svm, Kernel Trick, Margin.
Support Vector Machines (SVM) stand as a powerful and versatile tool in the realm of machine learning. Known for their effectiveness in both classification and regression tasks, SVMs are particularly celebrated for their ability to find optimal decision boundaries while maximizing the separation