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 underfitting and overfitting affect model performance using polynomial regression on real housing data, with clear visuals and code examples.
A beginner-friendly guide to using decision trees for predicting Titanic survival, featuring step-by-step code, clear explanations, pruning, and evaluation.
Build a spam detection model using logistic regression and NumPy. Learn how to process text data, apply the sigmoid function, and classify emails effectively.
