The Silhouette Score measures how well-separated and cohesive your clusters are. A comprehensive look at evaluation metrics for unsupervised learning.
July 24, 2024
10 min read
Machine Learning
A quick and clear explanation of logistic regression—how it works, when to use it, and the mathematical intuition behind this fundamental algorithm.
Jan 9, 2025
5 min read
Algorithms
A multi-part blog series exploring Large Language Models (LLMs) - from transformers to training techniques, understanding the architecture that powers modern AI.
February 20, 2025
15 min read
AI/ML
Currently a work in progress — exploring Recurrent Neural Networks, how they work, why they're useful for sequential data, and a gentle walkthrough of the mathematics.
January 14, 2025
10 min read
Neural Networks