In the context of AutoML, explain the role of data augmentation and how AutoML can automate this process. Provide a detailed explanation of the techniques used by AutoML for data augmentation and their significance in improving model performance, especially in cases of limited data. | Databricks Certified Machine Learning - Associate Quiz