Plan of Classes

Matrices - Addition, Multiplication, Determinant, Inverse, Rank, Eigen Values, Eigen Vectors, Solution of Equations

Calculus -Limits, Maxima/Minima, Taylor-series Expansion, Integration, Partial Derivatives

Differential Equations - First Order - Integrating Factor, Exact Differential, Second Order

Vector - Dot Product, Cross Product, Directional Derivative, Gradient, Divergent, Curl

Complex Numbers - Magnitude, Angle, Complex Conjugate

Numerical Methods - Newton-Raphson, Trapezoidal Rule, Simpson 1/3 Rule, Euler's Method, Runge-Kutta - 2nd and 4th Order Methods, Linear Regression