At Airbnb, we are always searching for ways to improve our data science workflow. A fair amount of our data science projects involve machine learning, and many parts of this workflow are repetitive. These repetitive tasks include, but are not limited to: Exploratory Data Analysis: Visualizing data before embarking on a modeling exercise is a crucial step in machine learning. Automating tasks such
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