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What is the potential reason for the databricks video

ml-engineer-associate video for what is the potential reason for the reduced performance speed when using the pandas API compared to native Spark DataFrames,

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Full Certification Question

What is the potential reason for the reduced performance speed when using the pandas API compared to native Spark DataFrames, especially for large datasets? Choose only ONE best answer.