Bharat-language data craft

Prepares you for

This is the one AI job where somebody in a small town beats a specialist sitting far away. The knowledge here is the language itself. It prepares you for language and speech projects.

What you learn

You learn how a language collection is really built. Who agreed to what, who was left out, and which rules everybody followed. Then you write the guideline and settle the spelling and script questions. You record clean speech and write the sheet that travels with it.

Why this order

Consent and coverage come first, because a collection with the wrong people in it cannot be repaired later. Rules, script and speech follow. The sheet is written last, from everything above.

1. What a language collection needs18 minutes
2. Take consent in their own language18 minutes
3. Notice who is missing from it20 minutes
4. Write a guideline others can follow20 minutes
5. Settle the transliteration rules20 minutes
6. Handle mixed script and spelling20 minutes
7. Record speech worth keeping22 minutes
8. Check a batch before it goes22 minutes
9. Write the sheet that travels with it20 minutes
10. Lead a collection with a team25 minutes
11. Measure the people collecting it25 minutes
12. Release it with a datasheet25 minutes

Curriculum reviewed: 31 August 2026