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In this episode, co-founder and CEO of Linea, Dr. Doris Xin, joins Jon Krohn to discuss how automating ML model deployment delivers groundbreaking change to data science productivity, and shares what it's like being the CEO of an exciting, early-stage tech start-up.\n\nIn this episode you will learn:\n\nHow Linea reduces ML model deployment down to a couple of lines of Python code [5:14]\n\nLinea use cases [11:30]\n\nHow DAGs can 10x production workflow efficiency [22:12]\n\nML model graphlets and reducing wasted computation [24:14]\n\nWhat future Doris envisions for autoML [35:23]\n\nDoris\u2019s day-to-day life as a CEO of an early-stage start-up [42:43]\n\nWhat Doris looks for in the engineers and data scientists that she hires [52:21]\n\nThe future of Data Science and how to prepare best for it [53:58]\n\n\nAdditional materials: www.superdatascience.com/573