Content
Documenting the path from foundational ML theory to practical application, I share notes and discoveries from my ongoing deep dive into AI.
Definition of Machine Learning
Answer the question: "What exactly is Machine Learning?"
Posted in October, 2025
Overfitting & The "No Free Lunch" Theorem
Overfitting is memorization, not intelligence—and in Machine Learning, there’s no universally best model, only the one that fits your problem.
Posted in February 2026