NumPy, SciPy, Scikit and Cython for Numeric Computing (20Jul-05Aug)

(20Jul-05Aug) NumPy, SciPy, Scikit and Cython for Numeric Computing

We focus on Numeric Computing using Python derived libraries.
This is the next step, now that we have completed our first round of exploration with Python key features and writing lots of tests using Pytest.

Topics
- Numeric computing patterns
- Cython programming
- Cython vs Python
- Array concept in numerics
- Types and abstractions in NumPy
- Linear Algebra in SciPy
- Sparse Matrices and related Algorithms
- Visualization using Matplotlib
- Classification, Regression using Scikit

We write lots of programs, learn new concepts and explore the possibilities.

The 'hands-on' session is on GNU/Linux, all our build tooling will be installed as we get started.

DATES
- init: Sat, 2024-07-20
- fini: Wed, 2024-08-05

TIME
- 1600hrs (UTC+0000)

DURATION
- 90min

RSVP is required.

All members of the *Ummah* are invited !