Exploring Machine Learning and AI
Hi, I’m Eric. I share insights, experiments, and ideas through my work and blog articles.
Featured Articles
This project walks through creating a neural network using NumPy to recognize handwritten digits. Gain hands-on experience with forward and backpropagation.
Predict house prices using a linear regression model built entirely with NumPy. This beginner project covers data prep, cost function, and gradient descent.
A beginner-friendly guide to using decision trees for predicting Titanic survival, featuring step-by-step code, clear explanations, pruning, and evaluation.