This is a list of articles and projects I plan to work on. I’ll update this status as I complete them.
🤖 Machine Learning Series
- Logistic Regression: Mathematical derivation and implementation from scratch.
- Support Vector Machines (SVM): Understanding the geometric interpretation and dual problem.
🚢 Applied Data Science
- Kaggle Titanic: A complete walkthrough of feature engineering and model stacking.
🔧 Meta / Blogging
- Hugo Setup: Basic configuration and theme customization. (Completed)