Dennis O'Keeffe

Blog series

Supervised Learning

A 5 part series.

  1. Measuring Classifier Model Performance

    7 min read

    See how we can visual test the performance capability of our K-Nearest Neighbors classifier using Scikit Learn.

  2. Regression With Scikit Learn (Part 1)

    4 min read

    Continuing with our look into supervised learning, today we explore the basics linear regression by applying it to another Scikit Learn toy dataset.

  3. Regression With Scikit Learn (Part 2)

    5 min read

    In second blog post on linear regression, we take what we learned in part one and look deeper into the basics of linear regression and applying a train-test-split to our data.

  4. Regression With Scikit Learn (Part 3)

    4 min read

    In part three, we look at using k-fold cross-validation to prevent dependency on a particular train/test split.

  5. Regression With Scikit Learn (Part 4)

    5 min read

    In our final coverage of regression using SciKit Learn, we look at how we can use regression with regularization.