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Python Refresher

This course reviews the basics of Python, which are useful to practice the body of knowledge of the ARPM Certificate

Environment and interface

Variables: float, integer, string, boolean, list, tuple, numpy array

Data handling: Pandas

Syntax and control structures (if-else, for, while, break)

Functions definition, modules

Optimization: cvxopt and SciPy

NumPy and matrix decomposition

Plotting: Matplotlib (pyplot)

Documentation and debugging

Machine learning: scikit-learn