Posts
ML Foundations: Linear Regression — From Intuition to Math to Code
A practical walkthrough of linear regression: intuition, math, and implementation from scratch.
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Linear Regression in Practice: Predicting Spotify Song Popularity
Real-world implementation with 114,000 Spotify tracks. Feature scaling, data leakage prevention, and evaluation metrics.
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