Welcome to today's episode, where we're about to embark on a fascinating journey into the newest research. In this episode, we're going to explore a groundbreaking research paper that could potentially revolutionize the field of Data Science as we know it.

The paper in focus introduces us to SapientML, an innovative AutoML technique that challenges the conventional approach to automating machine learning pipelines. One of the key insights driving SapientML is the realization that the vast search space in AutoML can be daunting, primarily when treating the entire ML pipeline as a single monolithic entity. Instead, SapientML adopts a "divide-and-conquer" strategy.

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