In this eBook we propose 10 questions that you should ask before starting on your external data acquisition journey. We also provide reference material to help you find the answers to those questions.
Many compare feature engineering to an art and, as a result, almost no tools or processes have been developed to streamline it. But this art is more like an impossible task. The world of potential datasets and new features is so vast that data scientists can’t fully explore the range of possibilities, which means losing out on potentially huge improvements to models.
This art is just so damn hard, right?
Not when you have a powerful tool to infuse your art with science and ML-driven augmentation to generate features.