Code All The Way
Series

ML Rails

In this series, I will walk through the valley of machine learning and unveil mysteries behind certain unexplained procedures

Articles in this series

Active Learning: How to Trick Your Computer into Doing Your Homework (Because You're Too Tired to Label Data)

Jan 28, 20253 min read

We've all been there. You're knee-deep in a machine learning project and the dataset stares back at you, a river of unlabeled data. You know you need...

Active Learning: How to Trick Your Computer into Doing Your Homework (Because You're Too Tired to Label Data)

Ablation in Machine Learning: Because We All Love Breaking Things

Oct 17, 20243 min read

Imagine your machine learning model is like a fancy, overly-complicated coffee machine. It has all these shiny knobs, buttons, and mysterious settings...

Ablation in Machine Learning: Because We All Love Breaking Things

Tuning Epochs: Because Your Model's Been Lazy Long Enough

Oct 8, 20242 min read

So you’ve built a machine learning model, huh? It’s smart, it’s fast, and it… well, it's "good enough" after just one epoch. Except it’s not. That’s...

Tuning Epochs: Because Your Model's Been Lazy Long Enough