Amazon Machine Learning
Developer Guide (Version Latest)

Data Transformations for Machine Learning

Machine learning models are only as good as the data that is used to train them. A key characteristic of good training data is that it is provided in a way that is optimized for learning and generalization. The process of putting together the data in this optimal format is known in the industry as feature transformation.