ML Engineering: From Prototypes to Production. ML prototypes are easy, but building ML systems is hard! Join Tom Ewing, Principal ML Engineer with Saint Gobain as he conducts a whistlestop tour of what it takes to turn Jupyter notebooks into a fully-fledged production system. Expect to learn about ML system design, feature stores, MLFlow and a bunch of cool Python packages he discovered during lockdown that make the whole process much easier!
Speaker Bio: Tom is a career data geek with roles encompassing analysis, statistics, data science, data engineering and most recently ML Engineering with Saint Gobain, one of the world’s leading providers of building and construction materials.
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