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
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Environment and interface
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Variables: float, integer, string, boolean, list, tuple, numpy array
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Data handling: Pandas
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Syntax and control structures (if-else, for, while, break)
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Functions definition, modules
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Optimization: cvxopt and SciPy
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NumPy and matrix decomposition
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Plotting: Matplotlib (pyplot)
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Documentation and debugging
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Machine learning: scikit-learn
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