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MTH 1100 Mathematics for Artificial Intelligence
Science & Engineering Program
French Riviera, France
Dates: 9/1/25 - 12/20/25
MTH 1100 Mathematics for Artificial Intelligence
OVERVIEW
CEA CAPA Partner Institution: SKEMA Business School
Location: French Riviera: Antibes, France
Primary Subject Area: Mathematics
Instruction in: English
Course Code: MTH 1100
Transcript Source: Partner Institution
Course Details: Level 100
Recommended Semester Credits: 3
Contact Hours: 45
Prerequisites: Calculus I
DESCRIPTION
Complex numbers. Vectors and matrices. Linear independence, basis, dimension. The notion of rank. The determinant of a matrix. Linear systems. The notion of eigenvalue and eigenvector. Quadratic forms. Linear and Nonlinear Optimization. The notion of gradient and Hessian matrix. First and second order optimality conditions. Unconstrained and constrained optimization.