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Adelaide Scientific Python Workshop
Learning Python:
Introduction to Python
Programming with Python
An Introduction to IPython and Jupyter
NumPy
Plotting and Visualization in Python
Introduction to pandas
Data Wrangling with pandas
Statistical Analysis with Python
Statistical Data Modeling
Regression Modeling
Resampling Methods and Missing Data
High-level Plotting
Introduction to Bayes
Bayesian Computation
Introduction to PyMC
Model Building with PyMC
Model Checking
Introduction to Scikit-learn
Clustering
Decision Trees
Model Selection and Validation