# Meta-Modelling and Deploying ML Software

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**The Mathematics of Deep Learning and Data Science**on May 23, 2019

#### Abstract

Data is not so much the new oil, it is the new software. Data driven algorithms are increasingly present in continuously deployed production software. What challenges does this present and how can the mathematical sciences help?