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
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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