Data Augmentation Techniques — Roadmap Step & Resources
Expanding a limited dataset without sacrificing quality
- Level: beginner
- Estimated time: 1 days
- Roadmap: Fine-Tuning & Model Customization
Before this step
Study resources
- PyTorch Documentation (Article) — Official documentation for the deep learning framework underlying most modern fine-tuning workflows. Background reading/viewing for: Data Augmentation Techniques.
- Hugging Face Documentation (Article) — Official documentation on preparing datasets for fine-tuning. Relevant to: Data Augmentation Techniques.
Part of
- Preparing Training Data for Fine-Tuning — section
- Fine-Tuning & Model Customization roadmap — the full learning path