Machine Learning

Machine Learning Apr 22, 2025 • 4 min read

Discriminative vs. Generative Models

a popular interview question.

Machine Learning Nov 18, 2024 • 3 min read

...along with applications.

Clustering Nov 14, 2024 • 3 min read

...explained in a single frame.

Machine Learning Nov 13, 2024 • 4 min read

... and how to catch it.

LLMs Nov 5, 2024 • 5 min read

Key techniques, explained in simple terms.

Machine Learning Nov 4, 2024 • 4 min read

...and when to not use KernelPCA

Model Interpretability Oct 6, 2024 • 26 min read

A deep dive into interpretability methods, why they matter, along with their intuition, considerations, how to avoid being misled, and code.

Model Interpretability Sep 29, 2024 • 19 min read

A deep dive into interpretability methods, why they matter, along with their intuition, considerations, how to avoid being misled, and code.