AWS Solutions has updated Discovering Hot Topics using Machine Learning, an AWS Solutions Implementation that ingests text, image and video (video: upcoming feature) from online discourse in order to perform topic modeling, sentiment analysis on plain text and text embedded within images as well as detection of unsafe content in images.