3.2 Scipy - Python for Scientific Computing 2021
Scipy is a Python interface to a large amount of useful code, a lot of it written in C or Fortran. Here, we can't really try to teach everything about it, but we provide some discussions and examples.
https://aaltoscicomp.github.io/python...
01:53 What is scipy?
03:33 Introduction to exercises
05:06 Post-exercise discussion
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Python for Scientific Computing is a bridge between basic Python courses and scientific work with Python. This is a basic to intermediate course in Python tools such as NumPy, SciPy, Matplotlib, and Pandas. It also covers some more advanced tools, such as Binder, releasing software, data formats, etc. It is suitable for people who have a basic understanding of Python and want to know some internals and important libraries for science. We don't cover anything in too much depth, but we do introduce you to all of the main tools you will need.
This course was put on as a collaboration between partners in Finland, Norway, and Sweden, coordinated by Aalto Scientific Computing.
Links:
Playlist: • Python for Scientific Computing 2021
Course material: https://aaltoscicomp.github.io/python...
Workshop webpage: https://scicomp.aalto.fi/training/sci...
Aalto Scientific Computing: https://scicomp.aalto.fi/
CodeRefinery: https://coderefinery.org