Archive - Santanu Sinha

Let's Build an OpenAI-style Text-to-Token Visualizer

How GPTs turn any text into universal tokens with UTF-8 & Byte Pair Encoding (BPE)

Aug 22 •

How GPT Seamlessly Handles Multiple Languages, Math Notations, and Emojis

How GPTs Convert Text to Universal Tokens with UTF-8 & Byte Pair Encoding (BPE)

Aug 21 •

Cross-Validation: Techniques, Pitfalls, and Best Practices

Why Cross-Validation is the lie detector of your ML model...

Aug 18 •

Why We Need Matrices & GPUs for Deep Learning

A simple illustration of how matrices and GPUs work together...

Aug 11 •

The Real Reasons Why Companies Fail

and how to transform them fast...

Aug 10 •

Why Quantum Matters Now

All about Quantum – Hype, Reality, and the Road Ahead

Aug 10 •

Why Less is More in ML

A Simple Illustration of L0, L1, and L2 Regularizations

Aug 10 •

The Cobra Effect in Data Science

A good intention to solve a problem is not just enough...

Aug 10 •

#nojs-banner { position: fixed; bottom: 0; left: 0; padding: 16px 16px 16px 32px; width: 100%; box-sizing: border-box; background: red; color: white; font-family: -apple-system, "Segoe UI", Roboto, Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol"; font-size: 13px; line-height: 13px; } #nojs-banner a { color: inherit; text-decoration: underline; } This site requires JavaScript to run correctly. Please turn on JavaScript or unblock scripts