Computer-aided Problem Solving (IMAC-U 1st Quarter of 2nd Year)

  1. Introduction and installation of Octave
  2. Fundamentals of Octave/MATLAB
  3. Matrices and linear algebra I
  4. Roots of algebraic and transcendental equations 
  5. Least-square method and line fitting
  6. Numerical integration and ordinary differential equations 
  7. Signal processing
  8. Probability theory: basics
  9. Statistics I
  10. Matrices and linear algebra II
  11. Statistics II
  12. Machine learning I 
  13. Machine learning II