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Joon Kim / Machine Learning Notes
My collection of Machine Learning notes & musings as I
learn in public
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Daily Notes: 2025-12-21
Logistic Regression
Dec 21, 2025
Daily Notes: 2025-12-20
Bias Variance & Regularization
Dec 20, 2025
Daily Notes: 2025-12-14
Project-Based Learning (Sabbatical Day 1)
Dec 14, 2025
Daily Notes: 2025-12-13
Brief Interlude on Python
Dec 13, 2025
Daily Notes: 2025-12-11
Introduction to Classification (Using scikit-learn)
Dec 11, 2025
Daily Notes: 2025-12-10
Adaline implementation
Dec 10, 2025
Daily Notes: 2025-12-08
Gradient Descent + Returning to Adaline
Dec 8, 2025
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
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