Archives
- 30 Nov From 0.76 to 0.78: A 48-Hour Hackathon Journey in Data Science
- 06 Oct The Causal Inference Series : Part I
- 24 Aug CatBoost : Hype or Not ?
- 18 Aug Byte Pair Encoding: Explained
- 17 Mar Neural Tangent Kernel: A theoretical view of Deep Learning Theory
- 17 Mar Demystifying Linear Regression: From Basic Equations to Loss Functions
- 05 Mar A Deep Dive into Attention Mechanisms: The Secret Ingredient of Modern NLP
- 04 Mar Choosing the Right Metrics: How to Actually Know if Your Model is Any Good
- 24 Feb Diving Deep: My First Public Project - Training a GPT-2 Level LLM from Scratch!