Mathematics MOC

🧮 Mathematics Map of Content

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0. Generalities

Core math fundamentals

1. Calculus

• Single Variable Calculus
• Multi variable calculus, partial differential equations, double-triple integrals
• Differential Equations
• Differential Equations on steroids

2. Linear Algebra

• Sets, algebra and combinatorics
• Complex numbers
• Vectors
• Matrices
• Basis and linear maps
• Eigenvalues and Eigenvectors
• Singular Value Decomposition
• Numerical methods

3. Transforms

• Fourier Series & transform
• Laplace Transform
• Z Transform

4. Probability & Statistics

Probability and statistics

Related Fields: Physics MOC, Robotics MOC