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  • 10++ Commandments of Data Science Modeling

    Our analytics team at ATD is comprised of a wide variety of data scientists, data engineers, and software developers. Although we come from different backgrounds, we all touch the data science modeling component at some point or another in our daily work. To make sure we avoid situations where model building turns into a multi-month-long complicated extravaganza that ends in an unscalable model, we try our best to stick to a simple set of what we call our “10++ Commandments” (C++, JavaScript pun intended). These were learned from hard experience, so you don’t have to!