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rasbt / Data Science Tutorial

Licence: mit
Code material for a data science tutorial

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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]
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