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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.\nIn this episode you will learn:\u2022 How Linea reduces ML model deployment down to a couple of lines of Python code [5:14]\u2022 Linea use cases [11:30]\u2022 How DAGs can 10x production workflow efficiency [22:12]\u2022 ML model graphlets and reducing wasted computation [24:14]\u2022 What future Doris envisions for autoML [35:23]\u2022 Doris\u2019s day-to-day life as a CEO of an early-stage start-up [42:43]\u2022 What Doris looks for in the engineers and data scientists that she hires [52:21]\u2022 The future of Data Science and how to prepare best for it [53:58]\nAdditional materials: www.superdatascience.com/573