Ajay Shenoy
← Back to Machine Learning

Supervised Learning

Ajay Shenoy · July 2026 · placeholder

Supervised learning fits a function from labeled examples — inputs paired with known outputs. This lesson is a placeholder for a tour of regression and classification.

What's coming

  • Regression vs. classification, and the loss functions each uses.
  • Linear models as the baseline everything else is compared to.
  • Overfitting, and the regularization tools used to fight it.