Exploring Machine Learning and AI
Hi, I’m Eric. I share insights, experiments, and ideas through my work and blog articles.
Featured Articles
Learn how to build a Support Vector Machine (SVM) from scratch using NumPy. This guide explains the math, Hinge Loss, and Gradient Descent for beginners.
Better customer churn prediction is possible: See how we applied both Random Forest and XGBoost models to telecom data to anticipate cancellations in advance.
Learn KNN with NumPy step-by-step. Build K-Nearest Neighbors from scratch for machine learning.