Python Refresher

7-hours course
Mathematics
Python
MATLAB
Data Science for Finance
Quantitative Risk Management
Financial Engineering for Investment
Quantitative Portfolio Management
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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