Developing Predictive Models Directly within Pandas

Instruction: Discuss approaches for building simple predictive models within a Pandas framework, possibly integrating with scikit-learn.

Context: Assesses the candidate's ability to utilize Pandas not just for data manipulation but also for predictive modeling, bridging the gap between data processing and analysis.

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