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Dataset building & labelling | Sri AI
AI: Data & Platform

Dataset building & labelling | Sri AI

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Intermediate 3 views

Course overview

Good models start with good data. Collect, label and check text, image and audio datasets with a team.

Level: Intermediate  ·  Mode: Evenings, online

Who this course is for

Anyone preparing training or evaluation data.

What you will learn

  • Design a labelling scheme
  • Run a labelling team
  • Measure label quality
  • Publish a dataset responsibly

Syllabus

  1. Module 1: Planning a dataset
  2. Module 2: Labelling tools
  3. Module 3: Guidelines and agreement
  4. Module 4: Quality control
  5. Module 5: Licensing and release

Final project

Every module ends in hands-on practice, and the course ends with a project you build and present. Your certificate names that project.

Before you start

Python for AI.

Open-source tools you will use

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