October 2018
Intermediate to advanced
472 pages
10h 57m
English
Data science platforms, designed to meet the demands for production-scale deployment, require significant engineering support. At the Intelligence Factory and Skejul, we've built deep learning platforms that take in live feeds of constantly updating data to produce intelligence-based outputs within milliseconds, to be delivered via a cloud-based web application using API gateways. It's extraordinarily complex and rewarding, once you get all the pieces to come together!
One technology that will aid in your deep learning and data science career is TFX. This is Google's TensorFlow-based production-scale machine learning platform. The first few lines from their abstract from the article TFX: ...
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