Course112104318127 lectures

Applied Numerical Methods

Prof. Malay K. Das · IIT Kanpur

About

Objective: - To approximately solve problems of algebra and calculus, using repetitive calculations, implemented in a computer

Learning Outcome: At the end of the course the students should be able to

- write the algorithms for numerical solution of basic problems of algebra and calculus, such as solution of algebraic and differential equations, optimization using gradient descent, prediction using regression,

- implement the above algorithms in a computer writing their own programs from scratch,

- write the limitations of the above algorithms, and

- solve complex problems combining multiple algorithms.

Intended audience: 3rd, 4th year UG students and PG students in any branch of engineering

Prerequisites: Undergraduate engineering mathematics Knowledge of a programming language (preferable)

Lectures

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Syllabus and materials

At NPTEL, as the course publishes them.

Syllabus

Credits and licence

Institution: IIT Kanpur
Department: Mechanical Engineering
Teacher: Prof. Malay K. Das
Level: Graduate
Language: English
Subjects: Engineering
Source: NPTEL
Licence: CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution: NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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