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الرئيسة
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اللسانيات الحاسوبية
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المستوى الثاني: الرياضيات
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التفاضل والتكامل
Functions & limits
Derivatives (definition, rules: chain, product, quotient)
Partial derivatives
Gradients & gradient vectors
The Jacobian matrix
The Hessian matrix
Integrals (definite & indefinite)
The chain rule (critical for backpropagation)
Multivariable calculus
Taylor series & approximation
Optimization basics (minima, maxima, saddle points)