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Engineering Maths IV

Category: Engineering

Numerical Analysis
- Revision of Excel and MATLAB
- Introduction to MathCAD
- Solution of Equations by Iterations: Fixed-Point Iteration, Newton-Raphson Method.
- Interpolation: Newton’s Divided Difference Interpolation, Lagrange Interpolation.
- Linear System: Gauss Elimination, Solution by Iteration, Norms.
- Solution of ODEs
  - Euler’s Method
  - Runge-Kutta Method
- PDEs: Methods for Parabolic PDEs:
  - Explicit Method
  - Implicit Method
  - Crank-Nicolson’s Method

Engineering Statistics
- Regression Analysis
  - Linear
  - Nonlinear
  - Multivariable
  - Time-Series Modelling
  - Analysis of Variance
    - Coefficient of Correlation Estimation (R)
    - R-Squared Value Estimation (R²)

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