ML Lab Projects

Supervised learning labs across regression, classification (LDA, QDA, Logistic), KNN, and model evaluation.

Cotton crop separates cleanly on these two features; the gray soil classes overlap.Open full size: Cotton crop separates cleanly on these

A hands-on walk through the classical supervised learning canon (linear and logistic regression, LDA/QDA, k-nearest neighbors), paired with proper cross-validation and model evaluation patterns.

Figures

Ten normal heartbeats from an ECG dataset.Open full size: Ten normal heartbeats from an ECG

Two ECG time points plotted against each other, colored by arrhythmia class.Open full size: Two ECG time points plotted against

Correspondence

Research, data science work or a question about a project. Email, LinkedIn or the contact form all reach me.

mawangot2000@gmail.com LinkedIn

There is also a contact form, and aresume (PDF).