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Monthly Archives: March 2025

svm, hyperplane

Exploring SVM and Neural Networks for Classification Tasks

Support Vector Machines (SVMs) are powerful supervised learning algorithms commonly used for classification and regression tasks. Known for their effectiveness in handling both linear and nonlinear data, SVMs provide a versatile toolkit for machine learning practitioners. In this post, we’ll explore SVM fundamentals, how margins