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Last Updated: September 28, 2026
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Summary
Support Vector Machines (SVMs) are one of the most powerful tools in a Machine Learning — but they can also feel a little ... Contents: Optimization Objective, Large Margin Intuition, Mathematics Behind Large Margin Classification Optional, Kernels, ... MIT 6.034 Artificial Intelligence, Fall 2010 View the complete course: ocw.mit.edu/6-034F10 Instructor: Patrick Winston In this ... يشرح الدكتور أحمد يسري الأساس النظري لآلات المتجهات الداعمة، موضحاً كيفية إيجاد أفضل خط مستقيم يفصل بين الفئات. يتم التركيز على مفهوم الهامش وكيفية تحسينه رياضياً لضمان أعلى دقة في التصنيف. Pattern Recognition and Application by Prof. P.K. Biswas,Department of Electronics & Communication Engineering,IIT Kharagpur.
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