Exploring Machine Learning and AI

Hi, I’m Eric. I share insights, experiments, and ideas through my work and blog articles.

Featured Articles

Decision tree
A beginner-friendly guide to using decision trees for predicting Titanic survival, featuring step-by-step code, clear explanations, pruning, and evaluation.
Hypothesis testing
Learn exploratory data analysis, feature engineering & hypothesis testing through Telco churn case study. Step-by-step Python guide for data science beginners.
Neural networks
This project walks through creating a neural network using NumPy to recognize handwritten digits. Gain hands-on experience with forward and backpropagation.
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