Computational Techniques NPTEL

Description: The development of fast, efficient and inexpensive computers has significantly increased the range of engineering problems that can be solved reliably. Computational techniques use computers to solve problems by step-wise, repeated and iterative solution methods, which would otherwise be tedious or unsolvable by hand-calculations. This course is designed to give an overview of computational techniques of interest to process engineer. However, the focus being on the techniques themselves, rather than specific applications, the contents should be relevant to varied fields such as engineering, management, economics, etc.

Resources: OpenCourseware from NPTEL (India), Sheridan College, MIT, UC Berkeley, Stanford & many other of the World's finest University's.

Language: English

Professors: Michael Williams

Units: 40

Lesson content
Mod-01 Lec-01 Introduction
Mod-02 Lec-02 Computational and Error Analysis
Mod-03 Lec-03 Linear Equations Part 1
Mod-03 Lec-04 Linear Equations Part 2
Mod-03 Lec-05 Linear Equations Part 3
Mod-03 Lec-06 Linear Equations Part 4
Mod-03 Lec-07 Linear Equations Part 5
Mod-03 Lec-08 Linear Equations Part 6
Mod-04 Lec-09 Non Linear Algebraic Equations Part 1
Mod-04 Lec-10 Non Linear Algebraic Equations Part 2
Mod-04 Lec-11 Non Linear Algebraic Equations Part 3
Mod-04 Lec-12 Non Linear Algebraic Equations Part 4
Mod-04 Lec-13 Non Linear Algebraic Equations Part 5
Mod-04 Lec-14 Non Linear Algebraic Equations Part 6
Mod-05 Lec-15 Regression and Interpolation Part 1
Mod-05 Lec-16 Regression and Interpolation Part 2
Mod-05 Lec-17 Regression and Interpolation Part 3
Mod-05 Lec-18 Regression and Interpolation Part 4
Mod-05 Lec-19 Regression and Interpolation Part 5
Mod-06 Lec-20 Differentiation and Integration Part 1
Mod-06 Lec-21 Differentiation and Integration Part 2
Mod-06 Lec-22 Differentiation and Integration Part 3
Mod-06 Lec-23 Differentiation and Integration Part 4
Mod-06 Lec-24 Differentiation and Integration Part 5
Mod-07 Lec-25 Ordinary Differential Equations (initial value problems) Part 1
Mod-07 Lec-26 Ordinary Differential Equations (initial value problems) Part 2
Mod-07 Lec27 Ordinary Differential Equations (initial value problems) Part 3
Mod-07 Lec-28 Ordinary Differential Equations (initial value problems) Part 4
Mod-07 Lec-29 Ordinary Differential Equations (initial value problems) Part 5
Mod-07 Lec-30 Ordinary Differential Equations (initial value problems) Part 6
Mod-07 Lec-31 Ordinary Differential Equations (initial value problems) Part 7
Mod-07 Lec-32 Ordinary Differential Equations (initial value problems) Part 8
Mod-07 Lec-33 Ordinary Differential Equations (initial value problems) Part 9
Mod-08 Lec-34 Ordinary Differential Equations (boundary value problems) Part 1
Mod-08 Lec-35 Ordinary Differential Equations (boundary value problems) Part 2
Mod-08 Lec-36 Ordinary Differential Equations (boundary value problems) Part 3
Mod-09 Lec-37 Partial Differential Equations Part 1
Mod-09 Lec-38 Partial Differential Equations Part 2
Mod-09 Lec-39 Partial Differential Equations Part 3
Mod-09 Lec-40 Partial Differential Equations Part 4