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Last Updated: October 15, 2026
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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. Support Vector Machines (SVMs) are one of the most powerful tools in a Machine Learning — but they can also feel a little ... my content? Consider supporting the channel. The link is provided below- campusx.mojo.page/support-campusx Lecture Notes: cs.cornell.edu/courses/cs4780/2018fa/lectures/lecturenote09.html. Clarification (Timestamp: 5:05): The graph labels should be: Graph 1 → High C (Weak ... Contents: Optimization Objective, Large Margin Intuition, Mathematics Behind Large Margin Classification Optional, Kernels, ...
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