Tutorial

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, 2025 • Santanu Sinha

Cross-Validation: Techniques, Pitfalls, and Best Practices

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

Aug 18, 2025 • Santanu Sinha

Why We Need Matrices & GPUs for Deep Learning

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

Aug 11, 2025 • Santanu Sinha

Why Less is More in ML

A Simple Illustration of L0, L1, and L2 Regularizations

Aug 10, 2025 • Santanu Sinha

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