Overview

This section provides a comprehensive framework for managing datasets to create, import, and structure data efficiently.

This section covers:

• Concepts: Foundational knowledge about datasets, and their role in AI workflows.
• How-To Guides: Step-by-step instructions for dataset creation and management, including:
  • Adding data using the SDK for seamless integration.
  • Uploading datasets (JSON, CSV) for structured data ingestion.
  • Creating synthetic data to generate diverse training examples.
  • Manually creating datasets for custom data structuring.
  • Importing datasets from Hugging Face to leverage pre-existing models.
  • Adding data from existing datasets/experiments for iterative improvements.

By mastering dataset management, you can optimize model performance, automate data workflows, and create structured, reusable datasets for AI-driven applications.