SCIENTIFIC COMPUTING (2/1 SCU)

Learning Outcomes:

On successful completion of this course, students will be able to: Compute basic scientific computation using Python; solve the Systems of Linear Algebraic Equations, Regression and Interpolation through scientific computation; examine the application of Taylor series and Root of Equations in scientific computation; explain the basic concept and application of Numerical Differentiation, Numerical Integration, and Ordinary Differential Equations in scientific computation.

Topics:

1. Introduction to Scientific Computing using Python;
2. Systems of Linear Equations;
3. Regression and Interpolation;
4. Taylor Series;
5. Root of Equations;
6. Numerical Differentiation;
7. Numerical Integration;
8. Ordinary Differential Equations;
9. Getting Started with Python;
10. System of Linear Equation and Regression;
11. Interpolation;
12. Root of Equations;
13. Numerical Differentiation and Integration;
14. Initial Value Problems.