NOC:Computational Science and Engineering Using Python (USB)

Media Storage Type : 32 GB USB Stick

NPTEL Subject Matter Expert : Prof. Mahendra Verma

NPTEL Co-ordinating Institute : IIT Kanpur

NPTEL Lecture Count : 23

NPTEL Course Size : 2.2 GB

NPTEL PDF Text Transcription : Available and Included

NPTEL Subtitle Transcription : Available and Included (SRT)

Lecture Titles:

Lecture 1 - Lecture 1 - About Computers
Lecture 2 - Lecture 2 - Python: Variables and Assignments
Lecture 3 - Lecture 3 - Python: Numpy arrays
Lecture 4 - Lecture 4 - Python: Control structures
Lecture 5 - Lecture 5A - Python packages; Programming
Lecture 6 - Lecture 5B - Some suggestions on programming
Lecture 7 - Lecture 6 - Plotting in Python
Lecture 8 - Lecture 7 - Errors and Nondimensionalization
Lecture 9 - Lecture 8 - Data I/O and Mayavi
Lecture 10 - Lecture 9 - Lagrange interpolation
Lecture 11 - Lecture 10 - Interpolation II: 2D, splines
Lecture 12 - Lecture 11 - Integration I: Newton-Cotes
Lecture 13 - Lecture 12 - Integration II: Gaussian quadrature
Lecture 14 - Lecture 13 - Gaussian quadrature continued
Lecture 15 - Lecture 14 - Numerical Differentiation
Lecture 16 - Lecture 15 - ODE solvers
Lecture 17 - Lecture 16 - ODE solvers continued
Lecture 18 - Lecture 17 - Fourier transform
Lecture 19 - Lecture 18 - PDE solver: Diffusion equation in spectral method
Lecture 20 - Lecture 19A - PDE solver: Diffusion equation using finite difference
Lecture 21 - Lecture 19B - PDE solver: Wave equation using finite difference
Lecture 22 - Lecture 20 - Linear algebra: Ax = b solver
Lecture 23 - Lecture 21 - Summary