/FordPricePredictionBayesianLinReg

Used Bayesian Linear Regression to create a model that predicts Ford car prices. Utilized Hamiltonian Monte Carlo algorithm to accept or reject random samples. Used Confidence intervals to show accuracy of model.

Primary LanguageJupyter Notebook

Ford Price Prediction using Bayesian Linear Regression

Used Bayesian Linear Regression to create a model that predicts Ford car prices. Utilized Hamiltonian Monte Carlo algorithm to accept or reject random samples. Used Confidence intervals to show accuracy of model.

What I Learned: How to use sampling methods and efficients accept or reject samples, how to use Bayes theorem to create linear models.