Starting today, Amazon SageMaker JumpStart provides a new built-in algorithm for text classification: Text Classification – TensorFlow. It takes text as input and outputs probability for each of the class labels. It is a supervised learning algorithm that supports transfer learning for many pre-trained models available in TensorFlow Hub. These pre-trained models can be fine-tuned using transfer learning even when large amount of text are not available. It is available through the SageMaker built-in algorithms as well as through SageMaker JumpStart UI inside SageMaker Studio.