Data augmentation is a machine learning technique that creates new data by changing existing data. It can improve model performance by increasing the size of the dataset. Effective techniques and best practices should be used to maximize its impact. This article on Towards AI by Youssef Hosni explores these best practices and provides practical examples. Last updated on March 16, 2023.