3 posts tagged with "Regression"

I compared classification and regression parameter choices using held-out test data.

In this short exercise, I explored how gradient descent reduces a cost function by repeatedly updating model parameters.

Notebook 1: Covariance, Pearson Correlation and Regression​

Google Colab notebook: Open in Google Colab · Raw Notebook: Download .ipynb

Purpose of the notebook​

I expanded a basic correlation and regression example into a set of controlled experiments exploring how dataset properties affect statistical results.