Introduction to data processing with Python

Code and examples for PyConSG 2013 tutorial.

Requirements

• Basic knowledge of Python
• NumPy, Matplotlib and IPython (with notebook dependencies) installed (anaconda distribution is the easiest way to get the above packages (and much more) installed)

Topics

• Ipython notebook
• Overview of numerical/scientific packages
• Basic plotting
• NumPy arrays
• Array-oriented programming
• SciPy
• scikit-image, scikit-learn

Notebooks

1. Introduction
2. IPython Notebook
3. Matplotlib and NumPy basics
4. SciPy examples
5. Pandas, scikit-learn, scikit-image