SCIENTIFIC COMPUTING (2/1 Credits)

Learning Outcomes:

1. Compute basic scientific computation using Python
2. Solve the Systems of Linear Algebraic Equations, Regression and Interpolation through scientific computation
3. Examine the application of Taylor series and Root of Equations in scientific computation
4. 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