Log Management: logs are events with timestamps. Multi-cloud for regulatory reasons, and can handle the fail over of a single cloud.
Elastic Search: full text searching, distributed? implicit index
URBN: fashion product attribution. planning & forecasting; search correlation (Fashion MNIST data set)
Linkedin: scaled of machine learning using graph database (neo4j), second degree. predicting future edges (affinity modelling)| graphSage (representation leaning on graph), mixed effect models
Empathy, e fairness in AI: word2vec, female – house worker, male – programmer