Big Data · Data Engineering · industry

Data in Real Scenarios

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

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