SCIENTIFIC COMPUTING (2/1 Credits)

Learning Outcomes :

On successful completion of this course, student 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 :

Introduction to Scientific Computing using Python ; Getting Started with Python ; System of Linear Equation and Regression ; Systems of Linear Equations ; Interpolation ; Root of Equations ; Regression and Interpolation ; Numerical Differentiation and Integration ; Initial Value Problems ; Taylor Series ; Root of Equations ; Numerical Differentiation ; Numerical Integration ; Ordinary Differential Equations