ML Notes
Home
Daily
Concepts
Math
Projects
Readings
On this page
Useful Links
Latest Posts
Joon Kim / Machine Learning Notes
My collection of Machine Learning notes & musings as I
learn in public
.
Useful Links
GitHub Repository
Personal Website
Latest Posts
Daily Notes: 2025-11-29
Gradient Descent, or how machines learn
Nov 29, 2025
Daily Notes: 2025-11-28
Adaline: another single-layer neural network
Nov 28, 2025
Daily Notes: 2025-11-27
In which we test whether the perceptron converged and visualize the decision boundaries for this 2-D dataset.
Nov 27, 2025
Daily Notes: 2025-11-19
Training a perceptron model on the Iris dataset
Nov 19, 2025
Daily Notes: 2025-11-18
Explorations using open-source local models.
Nov 18, 2025
Daily Notes: 2025-11-16
Implementing the perceptron as a simple ML classification algorithm without scikit-learn
Nov 16, 2025
Daily Notes: 2025-11-15
A Mental Map for ML
Nov 15, 2025
Daily Notes: 2025-11-14
Three main types of ML.
Nov 14, 2025
No matching items
