SCIENTIFIC COMPUTING (2/1 Credits)

Learning Outcomes:

1. Explain basic concept and application of numerical method through scientific computation
2. Solve quantitative problems of numerical methods through scientific computation
3. Compute basic scientific computation using Python programming language
4. Analyze the results of the planned experiments to create scientific reports

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. System of Linear Equation and Regression
10. Interpolation
11. Root of Equations
12. Numerical Differentiation and Integration
13. Initial Value Problems
14. Getting Started with Python