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Why Data Science Projects Fail

Overview

Most data science projects never reach the stage where predictions are made. In fact, most get stuck before Data Scientists can even engineer features or train and build models to make predictions.

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Most data science projects never reach the stage where predictions are made. In fact, most get stuck before Data Scientists can even engineer features or train and build models to make predictions. In this whitepaper, we examine why data science projects get stuck during modeling preparation and what teams can do to accelerate these tasks and ensure projects reach production.