10 - Data Augmentation and Synthetic Data Generation: Growing Datasets

Expand limited data: augmentation for images (rotation, flip, zoom), text (back-translation, paraphrase), time series. SMOTE for imbalanced classification. Generative models (GANs, VAE) for synthetic data. Trade-off: diversity vs realism. When it hel...