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Probability Theory and Statistics

Bayesian Parameter Estimation for Simple Linear Regression

The Notebook demonstrates the use Bayes' theorem to estimate and infer the parameters of a simple linear regression model.

The programming language and scientific libraries used for visualization and computing are the following:

  • Python 3.7.3
  • Numpy 1.16.2
  • Matplotlib 3.0.3
  • Seaborn 0.9.0
  • Pandas 0.24.2
  • Scipy 1.2.1

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