data-science-tutorial

Code material for a data science tutorial in Python

... in progress

1. Exploratory Data Analysis [Jupyter Notebook]
2. Summary Statistics [Jupyter Notebook]
3. Covariance and Correlation [Jupyter Notebook]
4. Probability Mass Functions [Jupyter Notebook]
5. Probability Density Functions [Jupyter Notebook]
6. Least-Squares Linear Regression [Jupyter Notebook]
7. Bootstrapping (Nonparametric Inference) [Jupyter Notebook]
8. Hypothesis Testing Introduction [Jupyter Notebook]