# Advanced Computational Techniques

- Institution: IIT Kharagpur
- Department: Mathematics
- Teacher: Prof. Somnath Bhattacharyya
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111105164)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111105164)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 01 : Polynomial Interpolation](https://invisiblenetwork.ai/learn/nptel/111105164/d59d755b9d0e) (Video)
2. [Lecture 02 : Polynomial Interpolation](https://invisiblenetwork.ai/learn/nptel/111105164/fa63e151fda7) (Video)
3. [Lecture 03 : Polynomial Interpolation](https://invisiblenetwork.ai/learn/nptel/111105164/6c9daa0383b9) (Video)
4. [Lecture 04 : Spline Interpolation](https://invisiblenetwork.ai/learn/nptel/111105164/123dcb1e7a9f) (Video)
5. [Lecture 05 : Spline Interpolation](https://invisiblenetwork.ai/learn/nptel/111105164/0a39f8275951) (Video)
6. [Lecture 06 : Numerical Quadrature](https://invisiblenetwork.ai/learn/nptel/111105164/10116bdc4deb) (Video)
7. [Lecture 07 : Numerical Quadrature ( Contd.)](https://invisiblenetwork.ai/learn/nptel/111105164/e053fe41740c) (Video)
8. [Lecture 08 : Least Squares Approximation](https://invisiblenetwork.ai/learn/nptel/111105164/60c91d59dedc) (Video)
9. [Lecture 09 : Linear System of Equations](https://invisiblenetwork.ai/learn/nptel/111105164/457b2851c773) (Video)
10. [Lecture 10 : Linear System of Equations ( Contd. )](https://invisiblenetwork.ai/learn/nptel/111105164/721e46b7d536) (Video)
11. [Lecture 11 : Initial Value Problems (IVP)](https://invisiblenetwork.ai/learn/nptel/111105164/021ca3ffcec4) (Video)
12. [Lecture 12 : Initial Value Problems ( Contd.)](https://invisiblenetwork.ai/learn/nptel/111105164/bc421b08a936) (Video)
13. [lecture 13 : Initial Value Problems ( Contd.)](https://invisiblenetwork.ai/learn/nptel/111105164/ffcfbeb28013) (Video)
14. [Lecture 14 : Initial Value Problems ( Contd. )](https://invisiblenetwork.ai/learn/nptel/111105164/e5131e9b61f4) (Video)
15. [Lecture 15 : Linear Boundary Value Problem (BVP)](https://invisiblenetwork.ai/learn/nptel/111105164/d8782c93e17c) (Video)
16. [Lecture 16 : Linear Boundary Value Problem (BVP) ( Contd.)](https://invisiblenetwork.ai/learn/nptel/111105164/40dabf4ab5e7) (Video)
17. [Lecture 17 : Non-linear BVP, Iterative Method](https://invisiblenetwork.ai/learn/nptel/111105164/9bee764721cc) (Video)
18. [Lecture 18 : Linear Parabolic PDE](https://invisiblenetwork.ai/learn/nptel/111105164/553a1674bea4) (Video)
19. [Lecture 19 : Hyperbolic PDE](https://invisiblenetwork.ai/learn/nptel/111105164/f9e06e51e97b) (Video)
20. [Lecture 20 : Non-linear advection-diffusion equation](https://invisiblenetwork.ai/learn/nptel/111105164/023c7c1aeea5) (Video)