Knowledge as of Oct 26, 2026
The Inference TimesReference architectures, tutorials, demos and free skills — by Nitin Goswami
Epoch III · Step 16Ask the AI Nitin →

Section

Tutorials

Step-by-step guides, from first principles to working code.

Machine Learning

Machine Learning, Demystified: Regression & Classification

A visual, no-jargon guide to the two most fundamental algorithms every aspiring data professional should understand.

At its core, machine learning is about teaching computers to learn patterns from data — instead of writing explicit rules. Think of it like this: rather than telling a program "if temperature > 30°C, it's hot," you give it thousands of examples and let it figure out the pattern on its own.