Python Refresher

7-hours course

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
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